Skip to content

Instantly share code, notes, and snippets.

@mhamilt

mhamilt/interactive.ipynb

Last active May 21, 2021 09:30
Show Gist options
  • Save mhamilt/41469862ab26900bd3a20fb480df066f to your computer and use it in GitHub Desktop.
Save mhamilt/41469862ab26900bd3a20fb480df066f to your computer and use it in GitHub Desktop.
Download ZIP
Interactive IPYNB Widgets
Display the source blob
Display the rendered blob
Raw
interactive.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Interactivity"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from math import sin, tau\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import ipywidgets as widgets\n",
"from ipywidgets import interact\n",
"from IPython.display import display, Audio\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plotting"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Define Variables"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"fs = 44100 # Sampling Rate \n",
"f0 = 400 # Fundamental frequency\n",
"samples_per_period = fs // f0\n",
"delta = tau * f0 / fs\n",
"time_axis = [x / fs for x in range(samples_per_period)]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### The Hard Way"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "99d9328281174a1ba25f41e1e0c0333d",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(IntSlider(value=5, description='num_harmonics', max=15), Output()), _dom_classes=('widge…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def plot_square_wave(num_harmonics=5):\n",
"\n",
" square_wave = np.zeros(samples_per_period)\n",
" \n",
" for k in range(1, (num_harmonics + 1) * 2, 2):\n",
" fk = f0 * k\n",
" Ak = 1 / k\n",
" delta = tau * fk / fs\n",
" wave = [sin(delta * i) * Ak for i in range(samples_per_period)]\n",
" square_wave += np.array(wave)\n",
" plt.plot(time_axis, wave)\n",
" plt.xticks([]) # Disabling tick labels will make plotting a little smoother\n",
" plt.yticks([])\n",
" plt.plot(time_axis, square_wave)\n",
" plt.xlabel(\"Time (seconds)\")\n",
" plt.ylabel(\"Amplitude\")\n",
" plt.title(\"Harmonics: \" + str(num_harmonics))\n",
" plt.show()\n",
" \n",
"slider = widgets.IntSlider(min=0, max=15, step=1, value=5)\n",
"\n",
"w = widgets.interactive(plot_square_wave,num_harmonics=slider)\n",
"display(w)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### The Easy Way w/ Decorators"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "e1daf0a5451c420dbc141ba99c8e99ad",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(IntSlider(value=5, description='num_harmonics', max=20), Output()), _dom_classes=('widge…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# @interact(num_harmonics=(0, 20))\n",
"plot_square_wave = interact(plot_square_wave, num_harmonics=(0, 20))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Audio\n",
"\n",
"Exactly the same rules apply for audio playback."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "861b2870ca7944c9b91d8927c7cb7c1f",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(IntSlider(value=10, description='num_harmonics', max=20, min=1), FloatSlider(value=550.0…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"@interact(num_harmonics=(1, 20), f0=(100.0,1000.0))\n",
"def generate_square_wave(num_harmonics, f0):\n",
" Ts = 1.0\n",
" N = int(fs * Ts) # total number of samples\n",
" gain = 0.707 # -3dBFS gain\n",
"\n",
" square_wave = np.zeros(N)\n",
"\n",
" for k in range(1, (num_harmonics)*2, 2):\n",
" fh = f0 * k\n",
" Ak = 1 / k\n",
" delta = (tau * fh) / fs\n",
" square_wave += np.array([sin(delta * i) * Ak for i in range(N)])\n",
"\n",
" square_wave *= gain\n",
" return Audio(data=square_wave, rate=fs)\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.6"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {
"00176f29c2694eed96479aacad5517ec": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"00c57d5ef9754b00a1ebeaa8a3a0322e": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "k",
"layout": "IPY_MODEL_0dd019c120944b80be0923dfb18cae5b",
"max": 5,
"min": 1,
"style": "IPY_MODEL_4c03224266104c63884e68a4dc228a31",
"value": 1
}
},
"00ea4ad701774c83a4779acd273b20bb": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_00c57d5ef9754b00a1ebeaa8a3a0322e",
"IPY_MODEL_ab52c89d043543e397d4ae90f07ea7aa"
],
"layout": "IPY_MODEL_4b2dc23e6aea42d78213073d3fccaf44"
}
},
"0166c42a5566462291e1522f75ad038d": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"01d2f1cd77184088b59ec4e3b97da928": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"02238a758fd441949da7b7da3f0ebcf3": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_dc42f1344f9a48a69c75be60c0765246",
"max": 20,
"min": 1,
"style": "IPY_MODEL_6f9a6a4b95cc4b9ca73cfad890147aaf",
"value": 10
}
},
"0242cde705344602b3bebbe3fdb972ed": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"0318691a1765486eb1eea30c1a4500ec": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "FloatSliderModel",
"state": {
"description": "f0",
"layout": "IPY_MODEL_2e6f279568ef4625ad05fdd4735498f3",
"max": 1000,
"min": 100,
"step": 0.1,
"style": "IPY_MODEL_f16abfea71cf49fcaaf645e35ec07a60",
"value": 473.1
}
},
"041488d5afea4d71acfc850787088a28": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_c5f3a88388ef40fab5cbcc10733db249"
}
},
"046761f1301b450db0201fbf50b0847c": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"06947b02702a4515bc862c241113be5c": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"06c1838f7d184d8e8f2f72355e66ea38": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"06c339de03b64088a2662033ea6e030a": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"06f1ce680ae64446828af47386289b0d": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"06f4043ae55f4d74a0f49057886862b4": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"0704a502ef6f437ca3db3669bb4f7594": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_0e9ef113fba640fba50b013648913089",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "1\n"
},
{
"ename": "NameError",
"evalue": "name 'time_axis' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m/opt/conda/lib/python3.7/site-packages/ipywidgets/widgets/interaction.py\u001b[0m in \u001b[0;36mupdate\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 254\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwidget\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_interact_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 255\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mwidget\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_kwarg\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 256\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 257\u001b[0m \u001b[0mshow_inline_matplotlib_plots\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 258\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_display\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mresult\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m<ipython-input-22-5cdf12fa435d>\u001b[0m in \u001b[0;36mplot_square_wave\u001b[0;34m(num_harmonics)\u001b[0m\n\u001b[1;32m 18\u001b[0m \u001b[0msquare_wave\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwave\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 20\u001b[0;31m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtime_axis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msquare_wave\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'sum'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 21\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mxlabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Time (seconds)\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 22\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mylabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Amplitude\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mNameError\u001b[0m: name 'time_axis' is not defined"
]
}
]
}
},
"070f2c22c77e4ffa8d8e9cbb25f5c897": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_9398c1b61ff040b0870465c091824443",
"max": 5,
"min": 1,
"style": "IPY_MODEL_4316ea433eee42ad882dd9c812fc9aaf",
"value": 4
}
},
"07a4a396d3c1490894e31915741e65a5": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_e596eb043aa94332a4575aa05b58f71b",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "14\n"
}
]
}
},
"08ad70202d554bcfbf9205f4e177138b": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"08d02986db504c35b52c9ea4e28d6550": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"layout": "IPY_MODEL_c6c39416baf74b5c98c5b9cb824ad98b",
"max": 5,
"min": -5,
"style": "IPY_MODEL_31508dcb399440a8839406379ad1f088"
}
},
"092ef48717e449d187a58b39ca26551f": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"layout": "IPY_MODEL_4d5367b89a62478a9a2302c6522d3851",
"max": 5,
"min": -5,
"style": "IPY_MODEL_0aabc173c43d449e97df4b8a0db13c94"
}
},
"0a5013de2ade41968d631f5b04cf41f9": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"0a6856c052e3496487502a2630635d5e": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"0aabc173c43d449e97df4b8a0db13c94": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"0b1dfa10060e46bc9bcd5d7fcfb7b455": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"0b7b1b1e42c34ea798d5f2e0c924e515": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"0c7e558281394dc890346086a59129d1": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_159d3588901f4d3da7d1380d8b608604",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "2\n"
},
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
]
}
},
"0cd70b7754d1482d9e6ef5a2ea93415c": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_e91925119ad342fda6f95cf7f35dec4d",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "The square of 5 is 25.\n"
}
]
}
},
"0dd019c120944b80be0923dfb18cae5b": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"0e9ef113fba640fba50b013648913089": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"0eaa50f152754882b39bf5e18efe5eee": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "FloatSliderModel",
"state": {
"description": "b",
"layout": "IPY_MODEL_144c16e54c8e4ddd83d8771919edeacc",
"max": 5,
"min": -5,
"step": 0.3,
"style": "IPY_MODEL_59c0ba4197584013b5ae67274b6e8517"
}
},
"0f88ed09aa6f4652a058482bf30f60b3": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"0f9be6b38a40475299143f16bc767e4e": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_1185f866504d4fca86c01549e46ac48e",
"outputs": [
{
"data": {
"text/html": "\n <audio controls=\"controls\" >\n <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n Your browser does not support the audio element.\n </audio>\n ",
"text/plain": "<IPython.lib.display.Audio object>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"0faa8c3d92ae4f629df29431a9b947eb": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_bbf6f2f8a59641b9955da96323021123",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "-5\n"
}
]
}
},
"101b13b8c6e74974ac9fa019f273a89f": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"103add2fa1a7436182aa64e6cf2e2caf": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"117685a84c1f441d8df762fb56794273": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"1185f866504d4fca86c01549e46ac48e": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"126bc3acbac445f094bd4eb8e7095318": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_351da0b7865c45fe8c55b2734b15616a",
"max": 5,
"min": 1,
"style": "IPY_MODEL_dfca87f271524229ade91f35cd44d160",
"value": 2
}
},
"12cf177a539a41d2a66d60b43ac35e50": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"13f30b71ca1945798aba26d80528216c": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_168228a70c5e4cdebf35b4f49e8c61ad",
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"141c745336a743f4ad5e08928e282dee": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_b621c1328ba846f1b8b305aae02e22b3",
"IPY_MODEL_f3adb4adebf9467381e9868e9ec0afbe"
],
"layout": "IPY_MODEL_1be3496ef2be4f0186c2730b02e75098"
}
},
"144c16e54c8e4ddd83d8771919edeacc": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"14f8f1d820ba4ceda402f051b692cfca": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"159d3588901f4d3da7d1380d8b608604": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"159f2aa4b3574273836efcb9170c35dc": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"layout": "IPY_MODEL_dd7416ee7a0f4373b2528d798da4dfa0",
"max": 5,
"min": -5,
"style": "IPY_MODEL_22e27a97ab3947c18769737ee2bb778b"
}
},
"15cf15bd4aed4a85923f62673c4017c4": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_8005581bddaa4e3295a432b04aad7954",
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"168228a70c5e4cdebf35b4f49e8c61ad": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"16a7b64689e540e49a50cacca56764db": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_2806ac739b784b0da25f8d1b4b4a60ca",
"IPY_MODEL_fa01461572004eaa99efc7334d84bf88"
],
"layout": "IPY_MODEL_49be3c6388974e6592e5a434753639f5"
}
},
"16b080e0cd8c433cb21065c27d169993": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_39d8244d4f4e4661b20ce7253c9f0683",
"IPY_MODEL_439ddca09d234821b2fc967f43e5c86d"
],
"layout": "IPY_MODEL_63c3303ae9bf48acbc65ec3f75576c17"
}
},
"185855488b484ad58395f2eac5b36ba9": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"18af3a0c5ba3438a9f60f201368abbcf": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "FloatSliderModel",
"state": {
"description": "f0",
"layout": "IPY_MODEL_a4ef1b1d00ae4460aefed66bf2d069c0",
"max": 1320,
"min": -440,
"step": 0.1,
"style": "IPY_MODEL_38b052569db242969d7ad0a5ae74d648",
"value": 440
}
},
"1971765879bf4490ba221c18f90ff11e": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"1989b49cb0b64eaf9f07ef8faf44a8c8": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"19b80eed1cd9423591d2139e996ddcb0": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"1ade0d267cd841f6be075c6b990bac1a": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"1b07294c661344579422aa1909bd2423": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"1bd343a875c34fc98382339f6a4a33ab": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"1be3496ef2be4f0186c2730b02e75098": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"1bf045182a4e4040833a85b6272cc9ec": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"1c0d36eb8e6c4d689cf6029facba2ea5": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_08ad70202d554bcfbf9205f4e177138b",
"style": "IPY_MODEL_f7dcb3c9d4904d8a8035e64998d734d3",
"value": 42
}
},
"1c7c7cddf15c4d56bd76c30f2fb2c5f4": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_bf951901daf14a55a4aa322a89a46ea4",
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAWsAAAD1CAYAAACWXdT/AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nO3dd3zV1f3H8dfJzb1JbhKyEyBhQ5gB2VsFcaK0rqq1oKioVYuj1traYfvrtNZR6sLFFnGgUkWsijJlhiTsDZkEEjLIurn3nt8f996QkJvkUnPhfsnn+Xj4kHzvPTeHAO977ud7htJaI4QQIrAFne8OCCGEaJmEtRBCGICEtRBCGICEtRBCGICEtRBCGECwP140Pj5ed+3a1R8vLYQQF6wtW7ac0FoneHvML2HdtWtXNm/e7I+XFkKIC5ZS6khTj0kZRAghDEDCWgghDEDCWgghDEDCWgghDEDCWgghDEDCWgghDEDCWgghDEDCWlywCsuq+Sg9F9kGWFwI/LIoxh9O1dj5LCufFdsL+MmoLkzok3i+uyQC2Lr9J5i5OJ0Tp2ykJkXSr2O7890lIb4XQ4T1G6sP8s8v9lJV6wDAEhwkYS2a9NLK/fzziz1EhZkBKCyvph8S1sLYDFEG+XhbHskxYXzw09FMHtiBzJzS890lEaD2HSvnHyv2cPWADrxz7ygAjpfXnOdeCfH9GSKsiytsDEyJYmiXWAalRJFbUkXRKfkHKBrbll0CwKOXp9IlNhyA4/J3RVwADBHWRRU1xFotAKQlRwOQlSuja9FYVm4p4RYT3ePDCbOYiAwJlpG1uCAEfFhX2uxU1zqJjXCF9YBkV+0xS0ohwous3FL6J0cRFKQASIgMkbAWF4SAD+uiUzYA4sJdYR0ZaqZ7fLiMrEUjdoeTnXllpCVH1V2Ll7AWF4iAD+viCldYx4aH1F1LS4nyOay11pRW1XKkqAK7w+mXPgr/cTo1GdklvL8lB4ez+fnS+wpPUWN3MjDldFgnRIZIzVpcEAJ+6l5xpSesLXXX0pKj+HhbHoXl1SRGhjbZ9pfvZ/Jheg61Dtc/8vsu6c6vru7r3w6LVmF3OPnb8t18nJFXNzIONQdx7cCOTbbxvIEPqDeyTogIYZWMrMUFIPBH1meUQQAGprhuMm5vZnRdWFbNe1uyGd0jnt9M7sv4XvHMX3+Ek+6RenMKSqv5NDOfRRuO8uaaQ/Ix+nsqrrCxck8hr357gD8s20FpZW2LbT7bXsAbaw4xKCWa5340iOToMN7dlN1sm6ycUiJCgukWF153LSEyhPJqO9XuOfpCGFXgj6w9ZZCI02Hdv2M7lILMnFIm9kny2u6TjDycGn53bT96JkZwcWoCVzy/irfXHeaxy1Ob/H6llbVcO2s1J06dDvVPtuXy/k/HYDY1/942b/1h1u0vorSqlmq7g4cm9OSyvt77V9/OvDKycks4WVlLda2DHw3rRMfosBbbZRdXsqegnOIKG9V2B1MGdSTaammx3c68MnbklVJYXkN1rYOpo7qQ2K7pTyjgKifNWXeY9KMlZJ+spMrm4P9+OIDhXWObbbf3WDk/fGktlbbTYVlaVctzP7qo2e/16jcH6JEQzuypQwkKUmQXV/H8l3vJLq6kU6zVa7us3FL6d2xXd3MRXGENrrnWTbUTwggCPqyLKmyYTYrIkNNdDQ8JpmdCRLMzQj7YmsvAlCh6JkYAkJoUyRX9kpiz9hAzxncjMtTstd0zK3ZTXGFj7l0jSE2KYOOhYh5evI0XvtzLL67s0+T3W7zxKL/7eAdd4qwkRoZQXGHjpwu3svCekc0G2srdhcyYtxl7vXrse5tzWHzvqGbDZdXe49wzbzM2++k6/MLvjjL/nhHNlob+k5nHzHfS8Xw7peDTzHwW3zuq2cB+7r97mfX1flJiwugca6WwrIYZ8zaz9IGxdIsP99rGZnfy6LvbCDWbeGPaMPp3jOKNNQeZ9fV+rhvUkQm9va9CXb3vBDvzy3jmxoF1wXvzsBRe/GovSzZn8/MrejdqU+twsiu/jKmjujS4XhfWpySshbEFfhmkooYYqwWlVIPraSlRZOaWet2kZ3dBGbvyy7h+cHKD6w9O6ElZtZ2FG456/V7bsktYtPEod47pxiWpCXSICuMHFyVzy7BOvPzNAdYfKPLabsuRYn778XbG94rn659fynv3j2HpA2NJiQnj7jmb2FNQ7rXdhoNF3L9gC306RPLN45ey4w9XsuyhcZyqsXPr7O84WlTptd3qfceZMW8zPRIi+PCBMax+YgJzpg8n+2Qlt772HfmlVV7bfbGjgEcWb2NolxhWPn4pu/54FUvuG01BWTW3vv4dheXVXtst2ZzNrK/3c+vwTqx+YgKLZoxi0YyRBCnF9Lc3Nlla+tdX+9iRV8Zfb0hjTM94oqxmHprYk16JETz1YRbl1d7LIa9+e4CkdiH8YPDp+nTH6DAuSU1gyeZsrzeK9x1z3VxMq3dzEVw1a5BVjML4DBDWtgY3Fz0GJkdxvLyGY2WN/xEu3ZqLKUhx3aCGN6MGdYpmfK943lh9qFEN0+HUPLU0i8TIEB69vFeDx353XT+6xYXz6LvbKCxrGGgFpdXcv2ArHaPD+PdtQzC5R4Kx4Rbm3TWCULOJO97ayK78sgbttmWXcPfczaTEhDF3+gi6xocTHhJMWkoUi2aMpNJm55bZ69lypLhBu693H+OeuZvpFh/OwntGMqRzDJ1irVzaO5H5d4/geHkNN72ynvSjJxu0W7GjgIcWpdM/OYq37hxON/eikeFdY5kzfQQFpdXcOvs7Dh4/1aDd6n3H+fWHWYzvFc///XBA3Ztml7hwXp82lLzSambM28ypGnuDdluOnOTlb/Zz09AUruzfvu56SLCJv980kPyyav62fHejP7vMnBLWHSjirrHdCAk2NXjsluGdOVZWw7d7jzdq57l/UX/aHkBipIS1uDAEfFgXVdiIi2gc1mnum4xbjjQMJYdT89G2XC5JTSA+IqRRu4cm9OTEqRr+8tmuBtffWH2QHXll/Pbafo1KJOEhwfzrtsGUVtVy/cvr2F/oGimnHz3Jza+to7LGzuvThhFlbdguJcbK3LtG4NCaH7y0lvnrD1NeXcuf/rOTG19ZR1SYmQX3jCTujH727xjFohmjMAUpbnp1PX/5bBdZOaXcNWcTd81xBfWiGaMavYkN7RJbtx/Gja+s4x8rdpOZU8Idb23kvvlb6JUUwbzpIxr9/kZ0cwV2cYWN62at4eNtuRRX2Pj10izueGsjPRIieOn2IY1q9kO7xPL8jy4iPbuE22Z/VxeI3+wp5P4FW+gQFcbvr+vX6M9gSOcY7h7bjYUbjvJpZn7dda01//pqP5Ghwfx4ZOdG7S7rm0h8RAjvbGx8ozEzt4SIkGC6xjUsycSGW1BKwloYX8DXrIsrbKTERDe6PigliqR2IXywNYfJAzvUXV9/oIhjZTX8ZnJyozYAI7vHce/F3Zm96iD9O7bjluGdeXfTUf66fDdX9W/P5LQOXtsNSI7i3ftGcdecTdz4ynpuGprC3HWHSWoXyvx7RpKaFOm1Xd8O7Vj+8Hgefy+D3368g798tptqu4Nbh3fmiSt7E+PlU4On3eePXMxfPtvF7FUHmb3qIJGhwTx5dR/uHNOVULPJa7sByVEsf2Q8f/rPTl5aeYCXVh4gKszMr6/pw7TRTbcb0S2W5Q+PZ+Y76Ty8eBuh5iBqHZppo7vy6KRU2jVR4588sANhliAeXJjODa+sZWyPeBZvyiY1KYJZtw1p8t7AL67qzdajJ3n8vQy6xYfTp30kv/9kB1/uOsYvruzttZ3ZFMTNw1J47dsD5JysJCXmdA06K7eMAckNby4CBJuCiAu3yFxrYXjKHxuzDxs2TG/evLlVXivt6RXcOCSFp6f0b/TYsyv28PI3+1nzy4l1syfum7+ZdfuL2PSbSU0Gk93hZPqcTWw4WMxd47rx2qoDXNwrgdnThjb66H2m7OJK7nh7IwePV3BNWnv+esPAuq04m+N0at5ae4hV+07w2OWpXNSp8RtQU1bvO87mwye5Y0xXryWhpqzcXcj23FKmje7aaNTfFLvDyayv97O7oIyfX9G7yTehM23LLuGuOZs4WWnj7rHdePzK3k3+/D0Ky6qZ8u+1BJsUI7rF8uHWXO67uDtPXt2n0T0Kj7ySKsY/s5K7xnblqcmuUfuB46e4/LlveXBCT683H696YRWdYq28Pm2YT78XIc4XpdQWrbXXv6gBHdY2u5PU3yznsctTmXlZr0aPZxdXcvE/VvLwZb14ZFIq27JL+OFLa3lkkuvr5pRU2pjy77UcLa5kXM943rhjWIvh4lFaVcuO3FJG94hrMlTaovzSKopO2RosSmlJRnYJN7+2HpvdycyJPXn08tQWf6Yz30ln5e5C1v1qIpGhZn72Tjpf7TrGqicmeC19TX1zA+XVdj56cOxZ/56EOJeaC+uArlmf9LJ6sb5OsVbG9YxnyaZsHE7NM5/vJjbcwj3ju7f42tFWC29PH87MiT15fZrvQQ0QFWZmTM94CeozdIgKO6ugBtdN3zemDePZmwfx2BW9ffqZ3jO+G+U1dpZszmFXfhnLMvKYPrar16AG2cxJXBgCumbt2cSpuY/+t43ozAMLt/KXz3ax7kARv7u2HxEhvv22eiRE8JiXj83i3Lo4NeGsnj8wJZrhXWN4a80h1h84QWRoMPeO79Hk8z37g2it5Q1WGFZAj6xPb+LUdFhP6ptEfISFN9ccIjk6jNtHNZ5FIC48d4/rTm5JFV/uKuTe8d2brcknRIRgszspq7Y3+RwhAl1Ah3VRheuja1wzYW0JDuLGoSmA63SQlm4QigvD5f2S6BJnJcZqZvq4bs0+N0HmWosLQECXQXwZWQP89JIedI61NlqxKC5cpiDF69OGYbM7Wyx71Q9rz/YDQhhNwIe1UrS4OVG01cLtI7s0+xxx4fF1WqFnFWNTy+mFMIIAL4PYiLFa6pZwC/G/SIhwbVAlZRBhZAEd1ieb2BdEiLPRLiwYiylIVjEKQwvosC6SsBatQCklc62F4QV0WBdX2Ij1YTN9IVoiB+cKowv8sPay454QZyshQsJaGFvAhrXDqTlZaWt2jrUQvkqIDOGE1KyFgQVsWJdU2tC65TnWQvgixmqmtKrlg3qFCFQBG9a+LogRwhfhIcHUOnSDMyuFMJKADesid1jHhXvfSU2Is2G1uLYhqLTJ/iDCmAI2rE/KyFq0Ik9YV9gcLTxTiMAUsGFdN7KW2SCiFVgtrp0VKmtkZC2MKWDD2lOzjvbxOCohmhMeIiNrYWwBG9alVbVYLSbZ8lS0ChlZC6ML2LCutNkJ9/HEFyFaEu4JaxlZC4MK2LCuqHHU3RQS4vuy1pVBZGQtjClgw7rS5qj76CrE9yUja2F0ARzWdhlZi1ZTN7KWmrUwqAAOaymDiNZjNXsWxcjIWhhTAIe1jKxF6wk2BRESHCQ1a2FYARzWjro6oxCtwWoxUVkjI2thTAEb1lU2B2EyshatyGoJlpG1MKyADesKmWctWll4iIyshXEFZFg7nJrqWidhZhlZi9YjI2thZAEZ1lW1rtGPZz8HIVpDeIhJZoMIwwrIsPbsORwmNxhFK7JagiWshWEFZli764pWKYOIVhRuMcnhA8KwAjOsbVIGEa3PGhJMhdxgFAYVoGEtZRDR+mRkLYwsQMPaPbKWedaiFXlq1k6nPt9dEeKsBWhYe0bWEtai9XjKap7ZRkIYSYCGtWdkLWUQ0Xo8ZTWZay2MKCDD2nNOnmzkJFqTp6wmqxiFEQVkWFe5Rz5WWW4uWpFVRtbCwAIyrD3Tq2S5uWhNnpq1LIwRRhSQYV1V6yDUHIQpSJ3vrogLSN3IWk6LEQYUkGFdUWOX8xdFq5ORtTCygAzrKjnSS/iBHJorjCwgw1rOXxT+4Pk7JasYhREFZFhX2KQMIlqf5zAL2R9EGFFAhrWUQYQ/hAQHEaRkZC2MKSDDusLmkJG1aHVKKddpMTKyFgYUkGFdZbPLyFr4hVV23hMGFZBhXWFzyF7Wwi/CQ4LrtjMQwkgCMqyrbA7CzFIGEa3PajFRKYtihAEFXFhrramw2WVkLfwiXE44FwYVcGFdY3eitexlLfzDKiecC4MKuLD27Nsge1kLfwi3BMveIMKQAi6sPaMeGVkLf3DNBpGRtTCegA1rGVkLfwgPCZawFoYUgGHtPnhARtbCD2SetTCqAAxrOdJL+E94SDC1Do3N7jzfXRHirARwWEsZRLQ+z+lDMroWRhOAYe05f1FG1qL1eebvyypGYTQthrVSyqqU+q1S6nX3172UUtf6q0NSBhH+5PnEJqsYhdH4MrJ+G6gBRru/zgH+5K8OSRlE+JOMrIVR+RLWPbTWzwC1AFrrKsBvJ9l6Rjwyshb+ICNrYVS+hLVNKRUGaAClVA9cI22/qKx1YDEFYTYFXDldXAA88/dlZC2Mxpdaw++Bz4FOSqmFwFjgTn91qLLGLqsXhd9YQ2Q2iDCmFsNaa/1fpdRWYBSu8sfDWusT/upQpc1BuIS18JO6kbWcFiMMpsmwVkoNOeNSvvv/nZVSnbXWW/3RoUqbQ0bWwm9kZC2MqrmR9T/d/w8FhgEZuEbWA4ENwDh/dKjSZq87hVqI1matWxQjI2thLE3exdNaT9BaTwCOAEO01sO01kOBwcB+f3WowuaoW2UmRGsLNgUREhwkBxAIw/FlykUfrXWW5wut9XbgIn91qMrmkJG18CvX0V4yshbG4ksq7lJKvQEswDV97yfALn91qMJmp7PF6q+XFwKrHO0lDMiXsJ4O/BR42P31KuAVf3WoSmaDCD8LD5GRtTAeX6buVQPPu//zu4oauyw1F34lI2thRC2molLqEO7Vi/Vprbv7o0NVtQ5Zai78So72EkbkyxB2WL1fhwI3A7H+6IzN7qTWoSWshV9ZLSZOVtae724IcVZanA2itS6q91+u1voFYKI/OlMlO+6Jc8BqCaZKyiDCYHwpg9RfyRiEa6Qd6Y/OVNbKjnvC/6QMIozIlyHsP+v92g4cAn7kj8549muwyjxr4UdhEtbCgHxJxbu11gfrX1BKdfNHZ+rKILKCUfiR54RzrTVK+W1rdiFalS8rGN/38dr3ViHnL4pzwGoJxqmhRk44FwbS3K57fYD+QJRS6oZ6D7XDNSuk1ckNRnEuePaeqbI5CJVPccIgmkvF3sC1QDRwXb3r5cAMf3TGM7KWFYzCnzznMFbWOog5z30RwldNhrXW+mPgY6XUaK31+nPRmbE94nn//tF0ipW9QYT/hLk/ucn0PWEkzZVBnnAflPtjpdRtZz6utZ7Z2p2JCbcwLNwv622EqCN7Wgsjaq4M4tlZb/O56IgQ54pnHr8c7SWMpLkyyDL3/+eeu+4I4X+eY+OqaqUMIoyjuTLIMrxs4OShtZ7ilx4J4Wee2UZSBhFG0lwZ5Nlz1gshziFPGUTCWhhJc2WQbz2/VkpZgD64Rtp7tNa2c9A3IfzCE9ZVEtbCQHzZyGky8CpwANfp5t2UUvdprZf7u3NC+IOUQYQR+bqR0wSt9X4ApVQP4FNAwloYUqg5CKWgUuZZCwPxZW+QQk9Qux0ECv3UHyH8TilFmFl23hPG4svIeodS6jNgCa6a9c3AJs9+IVrrD/3YPyH8Qva0FkbjS1iHAseAS9xfH8d1rNd1uMJbwloYTpjFJMvNhaH4crr59HPRESHOpXBLsIyshaH4MhukG/AzoGv958uiGGFkYRYTVbUS1sI4fCmDfAS8CSwDZLd2cUGwWkxU1EgZRBiHL2FdrbX+l997IsQ5FGYOpuiUrO0SxuFLWL+olPo98AVQ47motd7qt14J4WdWKYMIg/ElrNOAqcBETpdBtPtrIQxJpu4Jo/ElrK8Hust+IOJCYrUEy94gwlB8WcGYgescRiEuGK6RtR2tm9wFWIiA4svIOgnYrZTaxOmatdZa/8B/3RLCv8IsJpwaauxOOeFcGIIvYf37er9WwDig0ZmMQhhJ/T2tJayFEbRYBnHva10KTAbmAJfh2jJVCMM6HdYy11oYQ3PHeqUCt+IaRRcB7wJKaz3hHPVNCL8Jc+9pLTcZhVE0VwbZDawGrqu3l/Wj56RXQviZ1SxHewljaa4MciNQAKxUSr2ulLoMV81aCMOzhkhYC2NpMqy11ku11rfgOnvxG+BRIEkp9YpS6opz1D8h/MJztFdVrdSshTH4coOxQmu9UGt9LZACbAOe9HvPhPAjzw3GihoZWQtj8GVRTB2tdbHW+jWttSw1F4YWZpYTzoWxnFVYC3GhkKl7wmgkrEWb5KlZV8rOe8IgJKxFmxRqDkIpKYMI45CwFm2SUgqrWbZJFcYhYS3arDBLsNSshWFIWIs2Sw4gEEYiYS3aLAlrYSQS1qLNCrOY5AajMAwJa9FmeU6LEcIIJKxFm2W1BEsZRBiGhLVos6RmLYxEwlq0WRLWwkgkrEWbFWYOpkpq1sIgJKxFm2W1mKisdaC1Pt9dEaJFEtaizQqzmNAaauzO890VIVokYS3arHCLHO0ljEPCWrRZddukSt1aGICEtWizwmRkLQxEwlq0WVYJa2EgEtaizQqTo72EgUhYizbLU7OWzZyEEUhYizZLyiDCSCSsRZvlCWsZWQsjkLAWbZanDFIhNWthABLWos2SMogwEglr0WaFBAehlJRBhDFIWIs2SylFREgw5dW157srQrRIwlq0aTFWCyVVEtYi8ElYizYt2mqmpFLCWgQ+CWvRpkVbLZRU2s53N4RokYS1aNOiw8xSBhGGIGEt2rQYq5mTFTKyFoFPwlq0aVFWC2XVdhxOOdpLBDYJa9GmxVjNAJRKKUQEOAlr0aZFu8NabjKKQCdhLdq0aKsFgJMyfU8EOAlr0aZFh3nKIDKyFoFNwlq0aTGekXWFjKxFYJOwFm1aXc1abjCKACdhLdq0dqFmlJIbjCLwSViLNi0oSBEVJvuDiMAnYS3avBirhZMyshYBTsJatHlRYWZZFCMCnoS1aPNirGYZWYtWcaSogko/nekpYS3avGirRabuie9Na82VL6ziuS/2+uX1JaxFmxdtlTKI+P5KKmuprnXSITrML68vYS3avBirhVM1dmx2Z7PPy8opZXdB2TnqlQgUvr6R55dWA9AhKtQv/ZCwFm1etA877zmdmnvnb+b21zdw4lTNueqaOM/2Hitn+J+/5MUv97X43IKyKgDaS1gL4R+ezZyaWxizLaeE/NJqiipsPLU0C61l/+u2YNGGo9jsTl74ai9r9p1o9rkyshbCzzybOTW35Pzz7QWYTYqHJvRkxY5jfLg191x1T5wn1bUOlqbnMqlvEj0TInjk3XQKy6qbfH5+STWmIEVipIS1EH5xejMn7yNrrTXLt+czpkc8j16eyoiusTz9yQ5yS6p8ev2l6Tl8vr2g1forzp7TqVmyOZvs4kqf26zYUUBpVS3Tx3bl5duHUFHjYObidJxNnCqUX1pNYmQIpiDVWt1uQMJatHktbea0I6+M7OIqrh7QHlOQ4p8/GoTN4eSVb/a3+NqbDhfz2JIM7l+whd9/vL3Fm5j17cwr42iR7+HSVmzPLaWs+uxm77y55hBPvJ/JlS+sYsF3R3wqY72z8SidY62M7h5Hr6RIfn1NH747WExGTonX5xeUVfmtXg0S1kK0eFrM59sLCFJweb8kADrFWpnUL4nPsgqwO5oO30qbnV+8l0FydBjTx3Zl7voj3Dp7PcfLW75B+c2eQn7w0hom/vMbnv5kB8U+HupbWlnLQ4u28tTSLA4cP+VTG4Bah5O56w7z/pYcqmwOn9vZ7E7eXnuIj9Jzqa71vV1heTX3z9/C35bvPqvR7vz1h7l21hrG/e1rXvhyL6U+7OmyM6+Mf6zYwyWpCQzpHMNvPtrOHW9vavb3eehEBd8dLOaW4Z0Ico+UL+vr+vPPyi312ia/tJqOUf6ZtgcQ7LdXFsIgIkKCCQ5STW7mtHx7PiO7xREXEVJ3bcqgjnyamc/aA0Vckprgtd0zn+/hcFEl78wYxegecQztEsPj72Xw1NIsZk8b1mR/1h8o4r75W0hNimRgSjTz1h/mgy05/Pv2IU1+L4Ds4kqmz9nEkaIKlFIs3HCUSX0TeXpKf1JirE22O15ew4OLtrLxUDEAf1y2gxuHpvDIZalEud/IvDlWVs0DC7ey5chJAKI+MXPDkGQevTyVdqFNt9tTUM5dczZx/FQN9p1OXlt1gEl9k/jz9QOarfe+u+kov/14B5f2TsBiCuKFL/fx5ppDvDNjFAOSo7y2qa518PDidKKsZp6/5SJirGbmrjvM08t2smjjUe4e181ru8WbjmIKUtw8NKXuWoeoUOIjLGTmNA5rrTUFpdVM6J3YZP+/LxlZizZPKUW01ez1aK/9heUcOF7B1WntG1y/JDWByJBglmXkeX3NDQeLmLPuMHeO6croHnEAXDuwIz+b2Isvdh5j1d7jXtulHz3JPXM30TnWyvy7R/LXG9JY8cjFJMeE8bNFW5ssi2TmlHD9y2spLKtm3l0jWfvLicy8rBffHSxm6psbm5xumJFdwnWz1pCZU8Lztwxi8b2juLR3IvPXH2HqWxuaLDdsOVLMtbPWsDOvjFm3DWbRPSO5ODWB+euPMP3tTU0uuV6z7wQ3vbKOWoeTD386hjW/nMiDl/Zk9b7jzJi3pcnR+dL0HJ78MItLUhN4bepQZk8bxmczxxNmNvHYkm1Ntvvb8t3sKzzFszcPIjbcglKKO8d2Y0S3WN5cfZBaL5+MauwOPtiSw8Q+iSS2O/3moZQiLTmKTC9lkLIqO5U2h99mgoCEtRCAZzOnxqUGz43BK/s3DOtQs4kr+rdnxfYCauwNg8Lp1Dy9bCedYsN44qreDR67Z3w3usRZeXrZjkb168KyambM20JcRAgL7xlJbLjrxmevpEhmT3WNxO9f0DjQMnNKuP31DYSaTXz4wBhG94gjITKExy5PZc704eSVVDH97U2cqmkYoCv3FHLL7PWYghTv3z+G6wenMKp7HP+6bTCvTR3Krvwy7nxrY6N2n2bmc9vrG7BaTCx9cAzXDerImJ7xzLptMLNuG0z60ZPMmLe5UT+XZeQxfRKmkmgAAAs+SURBVM5GkmPC+OjBsQxIjqJjdBiPX9mbF28dTGZOCT9fktHoBt7n2wv4+ZIMRneP47WpQwkJNgHQr2M7/n7jQPYeO8XzXzZe4r1yd2HdG+aZn0juv6Q7eaXV/Cez8ZvtfzLyOXHKxrTRXRo9lpYSzf7CU1Sc8TPJ9/Mca5CwFgJwb5PqZX+QDYeK6duhHUntGv8jnHJRR8pr7Hyzp+Eo+YudBezKL+PRSalYLQ0rjSHBJn53bT8OHq9g3vrDddftDicPvZNORY2d16cNazCiA+gcZ+XFWwezM7+MXy/NqgvCnXllTH1zI1FWM0vuG03PxMgG7YZ1jeXl24ewM7+MGXM3s27/CapsDj5Kz2XG3M30SIioC876LuubxKzbBpORU8odb23kP5l5FJZV88bqgzz0zlYGJkfx0QNj6dO+XYN2V6d14JmbBrF2v6uUs27/CaprHSz47ggzF6czuFMMS+4fTcczlmRf2b89v7q6D59m5fO3z3fX1ZNX7zvOzHfSGdQpmtenDSPUbGrQbkKfRG4b0YnZqw6y+XBx3fXC8moefy+DPu0jefLqPo3+7C5NTSQ1KYLXvj3Y4Gaj1pq31h6iV2IE43rGN2o3MDkKp4ad+Q1Xsp6eYy01ayH8KtpqJrek4RxarTUZ2SVMHtjRa5sxPeKIDbewLCOvbuTtdGqe/+8+uieEM2WQ93YT+yRyae8EXvhyH+EhwUzqm8Sbaw6x8VAxz/1oEL3bR3ptN6FPIg9f1osXv9rHp5n5DOsaw+78cqwWE+/MGNUoAD0u65vE328cyJMfZPLjNzYQHKSwOzWju8cxe9pQIpuoL181oAPP36L59YdZPLQove761QPa8/wtFzUKTo+bhqZQVevgj8t28O3e41iCg7DZnVzWJ5GXbh/SZLsZ47tz6EQFs1cdZP76I4ztGc/a/SfonhDOnDtHEB7iPa6emtyPNftP8NCidB6e1Ispgzry8yUZnKqxs/jeUV6/X1CQ4t6Le/D4exl8s/d4Xa1546FiduSV8dcb0lCq8RS8gSmuN7XMnFKGd42tu17g5wUxIGEtBOBaxbgjr+Fo6XBRJWXVdi7q5P3mldkUxDVp7Xl/Sw6nauxEhASzfHsBe46V8+KtFxFs8v7BVSnFH6b0Z/rbm/jVh1n8WmWhNfx4ZGduGJLitY3HI5N6cVHnaNbsO8G6A0XER4Tw6tShdIpt+gYiuAL0iv5JbDlykk2HiglSiocm9mwyOD2mDOrI1QPaszOvjI2HigkxB3H7yC4tziWeOqoL1w9OZuOhItbuLyIiJJiHJvbE3MTPBFw/lz//MI3JaR35YmcBX+w4RofoUObdPaLZG50RIcG89OMhPPF+Jr/6MIunP9lBjd3Jn344gF5J3t/4PL+3f36xh39/vZ/R3eMINZt4a+0hYqxmrh+c7LVNYrtQ2rcLJeuMunV+SRVBChIiQ7y2aw0S1kLgWsV45myQjGzXP8iBKdFNtrt+cAoLvjvK5c99y30Xd2fhhqP0Sozg2iZG4x5d4sL56ueXsLugnBU7Cigsr+F31/ZrsZ9KKSb0TvyfZh20CzX/T23NpiAGdYpmUKemfw7eRIQEM7FPEhP7JPncJihIMa5XPON6xfOHKf3Rmrqpc80ZmBLN8ofHs+nwSRZ8d4QYq5nbR3Zuto0lOIhHJvXilx9kcc2/VvPIpFS+2HmMBy7t0eybWFpKVKMZIfml1SREhjT7ZvR9SVgLAcSEW6iqdVBd66j7h7otu4Qws4leiRFNthvaJYYFd4/kxa/28vSynQC89OMhPq1iU0rRt0M7+nZo1+Jz2yKlFF4qEc0+f0S3WEZ0i235yW63DO9McrSVX36Qycx30gkOUkwd1bXZNgOTo/jvzmOUVdfWTVEsKKv2a70aJKyFAFyzQcC1854nrDNySkhLjmqynOHhGQluOFjE9rwyrh7Qvtnni8Ayrlc8nz8ynuf/u4+4CEuLMzrS3HXr7bmljOnhugmZX1rd7Jt6a5DZIEJQb38Q9ypGm93JjrwyBjVRr/ZmZPc47h7XzaeP7SKwRIaa+d11/XhwQs8Wn+spi2W5SyFaa/JL/LvUHCSshQDqLzl31a33FJRjszvPuk4rLnyx4RZSYsLq6tblNXYqbA6/LjUHCWshAOoWoOwvdO2nsc19t39QMzcXRds1MCWKbdklOJ26btqejKyFOAdc+3BE8cKX+yitqiUzu4Q49whKiDNd0a89uSVVfJKR5/dDBzwkrIUATEGKv1yfRnFFDc+u2ENGTgmDOkV7XRghxJRBHUlLjuLvn+/mkHt3QxlZC3GODEiO4o4xXVmw4Qj7Ck/VrVYT4kxBQYrfTO5Lfmk1/165H6XwuiVBq35Pv766EAbz2OWpJEaGoDVyc1E0a2T3OK7q354Tp2wkRPh3QQxIWAvRQGSomb/ekEavxAiGdI45390RAe5X1/TBbFJ+r1eDLIoRopGzXSIt2q4uceH8/caBhLWwx0prkLAWQojvoaXNt1qLlEGEEMIAJKyFEMIAJKyFEMIAJKyFEMIAJKyFEMIAJKyFEMIAJKyFEMIAJKyFEMIAlNa69V9UqePAkVZ/YSGEuLB10VoneHvAL2EthBCidUkZRAghDEDCWgghDEDCWgghDEDCWviFUipOKbXN/V+BUirX/etTSqmX/fQ9H1FKTfPHa/8vlFKHlVLxzTy+WCnV61z2SRiX3GAUfqeUeho4pbV+1o/fIxjYCgzRWtv99X3OhlLqMDBMa32iiccvAX6itZ5xTjsmDElG1uKcUkpdqpT6j/vXTyul5iqlvnCPQm9QSj2jlMpSSn2ulDK7nzdUKfWtUmqLUmqFUqqDl5eeCGz1BLVSaqZSaqdSKlMptdh9LVwp9ZZSapNSKl0p9QP3dZNS6ln3981USv3Mff0y9/Oy3O1C3NcPK6X+oJTa6n6sj/t6nPv3kq6Ueg1Q9b7vp0qpDKXUdqXULe4+rwYmud9ohGiWhLU433oAk4EfAAuAlVrrNKAKmOwO7FnATVrrocBbwJ+9vM5YYEu9r58EBmutBwL3u689BXyttR4OTAD+oZQKB+4FutV7/kKlVCgwB7jF3Z9g4Kf1Xv+E1noI8ArwuPva74E1WuvBwCdAZ/f1q4A8rfUgrfUA4HMArbUT2A8MOpsfmGibJKzF+bZca10LZAEm3EHm/ror0BsYAPxXKbUN+A3g7WiODsDxel9n4grdnwCessgVwJPu1/kGCMUVqJOAVz2jcq11sfv7HtJa73W3nQtcXO/1P3T/f4u7n7gfX+B+jU+Bk/V+L5OUUn9XSo3XWpfWe51CoGMTPxsh6sjHL3G+1YBrlKmUqtWnb6I4cf39VMAOrfXoFl6nClf4ekzGFZ5TgN8qpfq7X+tGrfWe+g2VUgo48+aN8qXfgIOG/44a3QTSWu9VSg0FrgH+qpT6Qmv9R/fDoe6+C9EsGVmLQLcHSFBKjQZQSpndwXumXUBP93OCgE5a65XAE0A0EAGsAH7mDmeUUoPdbb8A7vfUjpVSscBuoKtSqqf7OVOBb1vo6yrgdvdrXA3EuH/dEajUWi8AngWG1GuTCuzw4ecg2jgJaxHQtNY24Cbg70qpDGAbMMbLU5dzukxhAhYopbKAdOB5rXUJ8H+AGchUSm13fw3wBnDUfT0D+LHWuhqYDrznfh0n8GoL3f0DcLFSaiuukstR9/U0YKO7/PIU8CcApVQSUKW1zvf5ByLaLJm6Jy4YSqmlwBNa633nuy++UEo9CpRprd88330RgU9G1uJC8iSuG41GUYLrxqUQLZKRtRBCGICMrIUQwgAkrIUQwgAkrIUQwgAkrIUQwgAkrIUQwgD+HwlxRGU9UWfOAAAAAElFTkSuQmCC\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"1d9befa579eb4f65b22540aed2192bb0": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"1dcc2ef39c014d469e42b68f769e9d76": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "FloatSliderModel",
"state": {
"layout": "IPY_MODEL_f9f943e2e4c54ad48a73fa0270dca036",
"max": 5,
"min": -5,
"step": 0.3,
"style": "IPY_MODEL_bdd902eac8ba42eb8fbb46fa947f161f"
}
},
"1eab66bdc21f4a37929c978a0cb9dfe3": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"1f0172f0705b458eb9fb86bb6c2b6bb5": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"1f1eb09c005e4dcaba2e29871d05836d": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"208478235702452990fab7fed07e9da1": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"212aa4dc95ba43b8a55a69311199d0ae": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"217fcc40107b46fa91244212070a0c4a": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"22409a69329e4ed2a9592a1dd54595ae": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"22a26db3c3cc4de6bda9d5370d5a135c": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_7c3395f80aed4dde8c41ef78509b891d",
"max": 20,
"min": 1,
"style": "IPY_MODEL_6bdbf219d7874380b39a021c8a862ac6",
"value": 12
}
},
"22c32bc6bafc4027ab954e67c6573c2d": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"22e27a97ab3947c18769737ee2bb778b": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"231860b37c564c0cbda3d50580abf474": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"23d9fe9e59224a76b507574ac6f501d3": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_231860b37c564c0cbda3d50580abf474",
"outputs": [
{
"ename": "NameError",
"evalue": "name 'ç' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m/opt/conda/lib/python3.7/site-packages/ipywidgets/widgets/interaction.py\u001b[0m in \u001b[0;36mupdate\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 254\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwidget\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_interact_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 255\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mwidget\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_kwarg\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 256\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 257\u001b[0m \u001b[0mshow_inline_matplotlib_plots\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 258\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_display\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mresult\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m<ipython-input-12-a575cbcfaf58>\u001b[0m in \u001b[0;36mplot_square_wave\u001b[0;34m(num_harmonics)\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[0mwave\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0msin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdelta\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mAk\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msamples_per_period\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0msquare_wave\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwave\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtime_axis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwave\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mç\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;34m'Hz'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 12\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mxticks\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m# Disabling tick labels will make plotting a little smoother\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0myticks\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mNameError\u001b[0m: name 'ç' is not defined"
]
}
]
}
},
"23defd74fd1f40c18a9cd8db74663a70": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"23ffbc5bb9cd4d63b83079d1c396f8c4": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"24abe9829e034d718db738784e90d5ac": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"260b3300629040d79a513e2b222c96b1": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_8bd3b6199e064190bf540494e4fdef43",
"max": 20,
"style": "IPY_MODEL_6e958f0d459245c3a8fbbcbaad11d803",
"value": 5
}
},
"2667a6423a724db3a7254e022c75f0a2": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"269b404dec7a4984a2a2bcd809ed5498": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"273569d3c1294c27aa96a40d21745f16": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"2806ac739b784b0da25f8d1b4b4a60ca": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "y",
"layout": "IPY_MODEL_1b07294c661344579422aa1909bd2423",
"max": 10,
"style": "IPY_MODEL_2ff0a8ef4a7e405ea14681d72d9a5015",
"value": 5
}
},
"282e4895799145f6b1f115d693fc68c8": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"2843e61430b6489abc28b958e8f9d226": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"2913577afb3e4913b852ecec81617321": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"2922fd59fd2046ddba44aabe7538eb05": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"29e1f36d8de5417b9ac54285cae89a69": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"2a7436af642f4d99a646f16726a4a352": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"2a8c2e91a20d47e08637b3e969d5fd47": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"2b123cce68f64b07a8985f9bcf4573e6": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"2bfb0a9907ea4cc997199359ef984b0f": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"2c1fd97d3a7449e18a1d69011e9f8b9e": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"2e2c54b243e04d11bd9f196f687d01fe": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_dd03722c0be5469ca22fa712a07f549c",
"max": 15,
"style": "IPY_MODEL_c00d9db218384355ac7c6e55177dec7a",
"value": 3
}
},
"2e5e3fe7f2244a539ff9d9a3ec9bcc62": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_4f3352cc6cc34caf988b68de9b958c42",
"outputs": [
{
"data": {
"text/html": "\n <audio controls=\"controls\" >\n <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n Your browser does not support the audio element.\n </audio>\n ",
"text/plain": "<IPython.lib.display.Audio object>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"2e6f279568ef4625ad05fdd4735498f3": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"2e960c1bc05e448c9d9b78aafc919feb": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"2f8f4ea7a25643d38b79e29d1ac22af8": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_7e218b3906c843e4bfb41e763df5a3ca",
"IPY_MODEL_ccdbcd5a09404a26bd497a409d5ed9d7"
],
"layout": "IPY_MODEL_881f3524e430413ca8426dd39e16e0a9"
}
},
"2fa4a06cea6f46b2ac38d84ee4f098b8": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"2ff0a8ef4a7e405ea14681d72d9a5015": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"3055f26bce0b461eadfe7b6a68052ad3": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"31508dcb399440a8839406379ad1f088": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"3159511cf224495d8df18247dddcb6f5": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3175c74f2e5f4b5687efa34561ebc24d": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"321a110f6381430180cf5437676c4427": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3221a1df1b9b46029886c81928fdc15f": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3242ff6a7a5d44608e35afc3e36e76f3": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3299c0ae67434dcea1698010a8cbfaae": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3355b42564b84508bdd7be0780cb322b": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"layout": "IPY_MODEL_9f068b8b7e894fd3a859c7249ffd63e1",
"max": 5,
"min": -5,
"style": "IPY_MODEL_a9e76ffecff1491cbf2c43fa6d379e0c"
}
},
"33a07d523be04cd7aece3fef9a1a671c": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_3f977e601c4f436390e260d77faf2acb",
"max": 20,
"style": "IPY_MODEL_c95302351023435bb90cbcf261e95e33",
"value": 20
}
},
"33d639be8d7e4b888d0e9e1dc0672b9d": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"33e02b31a69b404ab0524418a2c3b920": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_db0696047fc248da9d7b47bcb4ba7428",
"max": 20,
"style": "IPY_MODEL_79b1a91ec92447838398d78c732b29df",
"value": 5
}
},
"341bf0f5a7844774aec0aefff7aa69c1": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_be958b8859644a3e9a090deee1095daa",
"outputs": [
{
"data": {
"text/html": "\n <audio controls=\"controls\" >\n <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n Your browser does not support the audio element.\n </audio>\n ",
"text/plain": "<IPython.lib.display.Audio object>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"34dd27dbc2364ed8b95d50609012a2b1": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"34f53182fc1e42c687d9bfae593273b2": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_1eab66bdc21f4a37929c978a0cb9dfe3",
"max": 20,
"style": "IPY_MODEL_ab0aceafa1cc416fa18b54e184d1c922",
"value": 5
}
},
"350c5922714149669e7cc62347625e7d": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_ce581481cde7430e813357b9ac9d0b67",
"IPY_MODEL_79e7802d302b4c878a89572631a0aacc"
],
"layout": "IPY_MODEL_9db8e64093c744c1a49f85d95b86558b"
}
},
"351da0b7865c45fe8c55b2734b15616a": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3523db9d45cc4091aa209bb3390ccc81": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"layout": "IPY_MODEL_89baab9cd06b460f954db7476d9441d2",
"max": 5,
"min": -5,
"style": "IPY_MODEL_62ca21e49b7f4ce6976f2707d038f805"
}
},
"357f89c479ef4bda9ede8e5f7be5c6de": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "k",
"layout": "IPY_MODEL_c4d183c0de564c0d8909953ae4c2fbf8",
"max": 15,
"min": -5,
"style": "IPY_MODEL_1bd343a875c34fc98382339f6a4a33ab",
"value": 14
}
},
"35f25a451bfe43e0b71434e5f1c0bbca": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_22a26db3c3cc4de6bda9d5370d5a135c",
"IPY_MODEL_94ead6aaa13b400fba75c93f8bbe7a44",
"IPY_MODEL_cd5a1fc35e3e4c328dd1038f8f29dd9c",
"IPY_MODEL_c692af65b7054f0eb04c4f9cf9db0324"
],
"layout": "IPY_MODEL_afbd6ac81f5b48f1a1ed08f5fcebfc90"
}
},
"36a24ac06fc7438898eab8326b31be55": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_f5fdb6080a13487e9c2a10939fea17e3",
"IPY_MODEL_15cf15bd4aed4a85923f62673c4017c4"
],
"layout": "IPY_MODEL_3242ff6a7a5d44608e35afc3e36e76f3"
}
},
"36d0c9d6d2e24be2ad923ac512c52da7": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_67ccf54839804ddc8408aa9284df4762",
"max": 15,
"style": "IPY_MODEL_e0b75271b334414f8a0d3ce5d3600bd3"
}
},
"37ca0d98e0f84207993fd63352bb130c": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"layout": "IPY_MODEL_0b7b1b1e42c34ea798d5f2e0c924e515",
"max": 5,
"min": -5,
"style": "IPY_MODEL_ba94aebd97e647308bcff96d00feb8c0"
}
},
"38b052569db242969d7ad0a5ae74d648": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"38ef7cbef97c471b9f645c2f5bb2ebb8": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_d806bf7680604be29ba52e317379e8af",
"max": 15,
"min": 1,
"style": "IPY_MODEL_a3a3ea3a19e8401e8e6d7ab19c01370d",
"value": 13
}
},
"39d8244d4f4e4661b20ce7253c9f0683": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_103add2fa1a7436182aa64e6cf2e2caf",
"max": 15,
"min": 1,
"style": "IPY_MODEL_922f766755a3467989ef966b64b9290d",
"value": 1
}
},
"39fa0e9453bf40f48138ff4f8cd6789f": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3a0b7e75f3734c5caee09c7fe181de4e": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3a46c117d7884452ae2f5b1e45dc3b85": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"3a4e6d65509d4496b61886e62e0040af": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_84c9317dcbd54002888e6be5ae345eb5",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "The double of 50 is 100.\n"
}
]
}
},
"3a6339c86fbf4a9ca702534b744afdd6": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_ad36f4e9d56948fcbdb5231a781983aa",
"IPY_MODEL_d928686748544394bc41c0d9411a2bee"
],
"layout": "IPY_MODEL_500071e6cf224b2782e86e1b0ef58b78"
}
},
"3b7595c598234d3b955097d520d32a7d": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"3bb377af7e0e40168b1a79d47e243c8a": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_a8095d5eb1a44c42af5e695a462bd730",
"max": 20,
"min": 1,
"style": "IPY_MODEL_3a46c117d7884452ae2f5b1e45dc3b85",
"value": 10
}
},
"3c905db289574964acbaee00f6bc8b4a": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_e5e8d4cec4a443a4a52ae7b0b4cbf8b7",
"IPY_MODEL_a18a4c950a8348efa748f5566c35dfa0",
"IPY_MODEL_c62dac110da5424788965a747dc9a01a",
"IPY_MODEL_5fdc54635a714d988d5b68689a163889"
],
"layout": "IPY_MODEL_6d780864a64a4fc5af08808b72bb39d1"
}
},
"3cdb3f593afb4918a4969ebad769bab6": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_126bc3acbac445f094bd4eb8e7095318",
"IPY_MODEL_0c7e558281394dc890346086a59129d1"
],
"layout": "IPY_MODEL_23ffbc5bb9cd4d63b83079d1c396f8c4"
}
},
"3d383b939206415b90a467131dab53b2": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3e3c29687ef642cea188442a85b45cd3": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3ee3779cb99e4cae9402ae7a3ec603cb": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_7ea95f8a4b804b398db47465b133fcab",
"outputs": [
{
"ename": "NameError",
"evalue": "name 'ç' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m/opt/conda/lib/python3.7/site-packages/ipywidgets/widgets/interaction.py\u001b[0m in \u001b[0;36mupdate\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 254\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwidget\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_interact_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 255\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mwidget\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_kwarg\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 256\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 257\u001b[0m \u001b[0mshow_inline_matplotlib_plots\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 258\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_display\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mresult\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m<ipython-input-10-51a46b1384d7>\u001b[0m in \u001b[0;36mplot_square_wave\u001b[0;34m(num_harmonics)\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[0mwave\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0msin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdelta\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mAk\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msamples_per_period\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0msquare_wave\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwave\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtime_axis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwave\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mç\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;34m'Hz'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 12\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mxticks\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m# Disabling tick labels will make plotting a little smoother\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0myticks\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mNameError\u001b[0m: name 'ç' is not defined"
]
}
]
}
},
"3f977e601c4f436390e260d77faf2acb": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"3fd99282d9304bf6a9df85d0ba6aeff9": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_ee586897aa3341808771b9ec812cabd3",
"max": 20,
"style": "IPY_MODEL_ed522e6fdbd44de2ac28240188c76946"
}
},
"403613960d7f4c70be85cbcc620864da": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"42565033de3340329318e0e08e11219c": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_944e97cf90e04704a4ec3844238c2b9f",
"IPY_MODEL_3a4e6d65509d4496b61886e62e0040af"
],
"layout": "IPY_MODEL_2922fd59fd2046ddba44aabe7538eb05"
}
},
"4316ea433eee42ad882dd9c812fc9aaf": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"439ddca09d234821b2fc967f43e5c86d": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_06c1838f7d184d8e8f2f72355e66ea38",
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAWsAAAD1CAYAAACWXdT/AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nO3dd3hU55n38e+jGfXeJUCdIroQEh0MxhXXuBsXjB07drx2kk3ZZJNsnE3yehOn2kncMIa4l7jEdmzsuGDARiABokoUSRQhod77zPP+oRGRbSEGNGeOZnR/rksX0ox0zs0gfjq6z1OU1hohhBDDm4/ZBQghhDg9CWshhPAAEtZCCOEBJKyFEMIDSFgLIYQHsBpx0JiYGJ2ammrEoYUQwmsVFBTUaK1jB3rOkLBOTU0lPz/fiEMLIYTXUkodPtVz0gYRQggPIGEthBAeQMJaCCE8gIS1EEJ4AAlrIYTwABLWQgjhASSshRDCAxgyztpbdPbYKCirZ/+JZpo6eggLsJKZGEZWUgQBvhazyxt2OrptFB5tYF9FE00dPYQGWBkXF0puWiT+Vnm9hBgKCesBNLR18ej6Qzyfd4Tmjp6vPB/ib+XyrFHcc04GSVFBJlQ4vByrb+Px9SW8saP8lK/X8tnJ3HNOBpHBfiZUKITnk7D+ko+KTvCDV3dR19rJxVMSuSp7NNOTIggP9KWhrZudxxr4565K/l5wjFfyj3L7/DS+c/74EXml3dFt4+EPD7BqYykAy6YkcMm0UUxPCicyyI+m9m4KjzXw+vbjrNpQwt8LjvHgVVO5YHKCyZUL4XmUETvF5OTkaE+cbr5qQwm/+uc+MhPCeOiaaUwZHX7Kz61s7OD3HxTzcv4xxsWF8PCNM5iYGObGas114EQz972wnaLKZq7KHs33LpjAqIjAU35+UWUT33ulkN3lTfzXRZncszjDjdUK4RmUUgVa65wBn5Ow7vXY+kP837tFXDwlgT9cn+X0lfL6/dV8/5VCWjp7+NMNMzh/UrzBlZrv46Iq7n1+G0F+Fh66ZjpLMuOc+rqObhvff3UnbxUe5/sXTuDeJWMNrlQIzzJYWMtoEODVgmP837tFXDotkT8vzz6jlsY542N5674FjI0L4a5n8lmzqdTASs337ObD3LF2K2kxwbxz/0KngxogwNfCn67P4mszRvPQumJe3HLEwEqF8C4jPqx3lzfy36/vYv7YaH5/XRYWH3XGx4gPC+Clu+Zy/sR4HnhrL4+vP2RApeZ7amMpP3ljN+eMj+Xlb8wlPizgjI/h46N46JppLBofy/+8uYfCow0GVCqE9xnRYd3c0c29z28jKsiPh2+YgZ/17F+OQD8Lf7kpm0umJfLgu0X85eODLqzUfE9vKuUXb+/loskJPHFrDsH+Z39v2mrx4U/XZxEb6s83n9tGc0e3CysVwjuN6LB+aF0xR+raeGT5DKJD/Id8PF9HCF2RNYqH1hXz7OZTLk3rUZ7dfJifv7WXCyfH88jyGfhahv5tExnsxyPLZ1DR2M6D7xa5oEohvNuIDeuCw/U8s/kwK+amkpsa5bLjWi0+/Pba6ZybGcdP39zNOzsrXHZsM7y/p5L/eXM3SzPjeOTGbJcEdZ/s5EjuWJDG83lH+OxQjcuOK4Q3GpFhbbNrfvz6LhLDAvjehRNcfnxfiw9/WZ5NTkok335pO5sOemYQbTtSz/0vbmfqmAj+vDx7SG2iU/nP8yeQHBXEA//YQ4/N7vLjC+EtRmRY/73gGEWVzfzk0kmEDKH3OphAPwurVuSSERvC3c8UsP9EsyHnMUpZTStfX5tPfFgAT63IIdDPmEk/gX4WfnRxJvtPtPBy/jFDziGENxhxYd3RbeP3H+wnKymCi6cYO5MuPNCX1bflEuhnYeXTW6lu7jT0fK5S29LJiqe3ALBm5SxiXNDPH8xFUxKYlRrF7z8opqXzq9PVhRAjMKzXfFZGZVMHP7w4E6XOfJjemRoVEchTK3Kpa+3i63/Lp73LZvg5h6Kj28Yda/OpbOxg1Yoc0mKCDT+nUor/vmQiNS1d/O3zMsPPJ4QnGlFh3d5l44lPSzhnfCxz0qPddt6pY8L50w1Z7DzWwH++vAO73fWzRl3Bbtd856UdFB5r4OEbZ5CdHOm2c2clRXDO+FhWbSilrUuuroX4shEV1i/nH6WutcuUac4XTE7gx8sm8u7uSn6zrtjt53fGr9cV8e7uSn68bCIXmrDY0v1Lx1HX2sVzm2VmoxBfNmLCuttm54lPS5iZEkluqvuuGPu7Y0EaN81O5rH1h4bdVOsXthzh8fUl3DInhTsWpJlSw8yUSOaPjebxT0vo7Bne7SIh3G3EhPXbO49T3tDOPedkuKVXPRClFD+/fDKLxsfykzd280lxlSl1fNmGA9X85I3dLJ4Qy88um2Ta6wPwjUUZ1LR0evz4dCFcbcSE9ZpNZWTEBnPuGSw8ZASrxYe/LJ/B+PhQvvncNtPXxiiubOabz25jXFwIj9w4A6sLJ72cjYXjYsiIDebpTWUYsSKkEJ5qRIT1zmMNFB5r5JY5KficxUJNrhYa4Mua23OJDvFj5ZqtlNa0mlLH0bo2bl2dR6CfhdW35RIa4GtKHf0ppbhtfhq7yhvZdkQWeRKiz4gI62c3HybQ18JVM8eYXcpJcaEBrF05C4BbV+dR1dzh1vNXN3dyy1N5tHfZeOaO2YNuHOBuV2ePJjTAytNevtysEGfC68O6sa2bfxQe58oZowgbBleO/aXHhrD6tlxqmru49akt1LV2ueW8je3d3Lp6CyeaOnl65SwmJIS65bzOCvKzcu3MJNbtqXTbayLEcOf1Yf33bcfo6LZz0+wUs0sZUFZSBE/cOpPSmlaWP7mZ2hZjZzk2tHVx86o8DlY189gtM5mZYs7ImNO5PjeJbpvmzR3lZpcixLDg9WH9SsExpo8JH3Q/RbMtHBfLUytyHYGdR41BgV3b0skNT2ymuLKZx26eyTnjYw05jytMSAhl+phwXtp6VG40CoGXh/W+iib2VTRxVfbw6VWfyoJxMTx9Wy6H61r52l83cbDKtQs/lda0cu1jn1NW28pTt+WwdOLw3yvy2pwkiiqb2V3eZHYpQpjOq8P69e3lWH0Ul00fZXYpTpk3NoYX75pLe5edr/31MzYcqHbJcTcdrOHKv2yivq2LZ+6YzcJxw/eKur/Lpo/C3+rDS/nDawKREGbw2rC22TVvbC9n8YQ4ooL9zC7HaVlJEbxx7zxGhQdy6+otPPjPfXT1nN06z109dn7zXhE3P5VHXKg/b967wKUbLRgtPNCXCycn8PbOirN+DYTwFl4b1psO1lDV3MnV2aPNLuWMjYkM4vV753HjrGQe/7SESx7ewPr9Z3aVvfFADZf/eSN//eQQ181M4vV755McHWRQxca5fPooGtq6PXYDByFcxZiV94eB17eXExZg5dyJ5s5YPFtBflb+39emsjQzjv99ey8rVm8hJyWSW+elsjQzbsANa9u6evi4qJq1n5expbSOpKhAnrw1h/MnDf/+9KksGh9LWICVtwqPs8Tk2adCmMkrw7qj28b7eyodPU9jdjhxl6UT41kwLobn847w9KYy7n9hO74WxdTR4aRGBxPoZ6G920ZZTSu7y5vostkZExnITy6ZyM1zUgjw9ey/v5/Vh4unJPL2zuN0dNs8/u8jxNnyyrDecKCG1i4by6Ymml2KS/hbLaycn8aKualsLqll/f5qdhxtYHNJLZ09dvysPiRHBbFiXgpLJsQxOz0ayzCYVu8ql00fxUv5R/m4qIqLveTfVIgz5ZVh/e6uCsIDfZmb4b4NBtzBx0cxb2wM88bGmF2KW83NiCYmxJ+3dh6XsBYjltfdYOzqsfPBvhOcPykeX5NXkBOuYfFRLJuawIf7qmQXGTFieV2abTpUQ3NHD8umun+nE2GciyYn0Nlj59P9MipEjExeF9bv7qog1N/K/BHWKvB2uWlRhAf68v7eSrNLEcIUXhXW3TY77+89wdKJcR4/CkR8ka/Fh6WZcXy4r4oem0yQESOPV4X11tI6Gtq6uWiK3ITyRhdMjqexvZstZXVmlyKE23lVWH9YVIWf1YeF46QF4o0WjY/F3+rDB3tPmF2KEG7nVWH9UVEVc9OjB5zdJzxfkJ+VheNieH/PCVk2VYw4XhPWJdUtlNa0stRDp5cL51wwKYHyhnb2HJdlU8XI4jVh/VFRFQBLJkhYe7O+9UE+dvx7CzFSeFVYj48PISnK81aWE86LDfVn6uhwPjnDVQiF8HReEdbNHd1sKa3j3EzPXV1OOG/xhFi2H6mnoU020xUjh1eE9YYDNfTYtfSrR4jFE2Kx695/dyFGCq8I6w/3VRER5MuMpAizSxFukJUUSUSQL58USytEjBweH9Z2u2b9/ioWjYvFKgs3jQgWH8XCcbGs31+N3S5D+MTI4PHpVlTZTE1LF4vGe8YmsMI1Fo+PpaalU4bwiRHD48N648HeX4UXyMJNI0rfD+dPimUInxgZPD6sNxyoYVxcCAnhAWaXItxIhvCJkcajw7qj28aW0joWjpMWyEh0zvhYdhxtoKmj2+xShDCcR4f11rI6OnvssnDTCDVvbDQ2uyavRFbhE97Po8N644EafC2K2elRZpciTJCdHEmArw+bDsp4a+H9PDqsNxyoYWZKJEF+ssreSBTgayE3NUrCWowIHhvW1c2d7K1okn71CDd/bAwHqlqoauowuxQhDOWxYf3Zod6rKRmyN7L1/ftvOiRX18K7eWxYbzhQQ0SQL1NGh5tdijDRpMQwIoJ82Xig1uxShDCUR4a11ppNB2uYlxGNxUeZXY4wkY+PYl5GNJ8dqpHdY4RX88iwPlzbRkVjB3MzpAUievvWFY0dlNS0ml2KEIbxyLDeXNL7K+9cGbIn+Hff+jMZFSK8mMeGdUyIPxmxIWaXIoaB5KggRkcEslHCWngxjwtrrTWbS+qYkx6FUtKvFqCUYv7YaPJK62TJVOG1PC6sy2rbqGzqYE56tNmliGFkdlo0DW3dFJ9oNrsUIQzhcWHd16+WsBb99S050Pf9IYS38ciwjg31JyM22OxSxDAyJrK3by2LOglv5VFh3duvrmVOerT0q8VXzEmPZktZnYy3Fl7Jo8K6rLaNE02dzJEhe2IAs9OjqGvt4kBVi9mlCOFyHhXWnx/qG18t/WrxVXPSer8vpG8tvJFHhfXmklriQv1Ji5F+tfiqpKhAEsMDpG8tvJLHhLX0q8XpKKWYnRZFXmmt9K2F1/GYsC6taaWquVOG7IlBzUmPpqali0PVsk6I8C4eE9abHb/azs2QsBanNjtd+tbCO3lMWG8p7R1fnRodZHYpYhhLjQ4iLtSfvFLpWwvv4jFhvbWsntzUSOlXi0EppZidHk1eifSthXfxiLA+3tBOeUM7uakyvlqc3uy0KKqaOymrbTO7FCFcxiPCOv9wPYCEtXBK36SpPOlbCy/iGWFdVkewn4XMhFCzSxEeICM2hMgg35M/5IXwBh4R1lvL6slOicRq8YhyhcmUUuSkRpFfJjcZhfcY9unX2N5NUWUTOSnSAhHOy02NpKy2jarmDrNLEcIlThvWSqkgpdRPlVJPOj4ep5S61PjSem07Uo/Wvf/5hHBWjuP+RkGZtEKEd3DmyvppoBOY6/j4GPBLwyr6kvyyOqw+iqzkCHedUniBKaPC8bf6sFXCWngJZ8I6Q2v9G6AbQGvdDrhtsPPWsnomjw4nyM/qrlMKL+Bn9SErKYL8w9K3Ft7BmbDuUkoFAhpAKZVB75W24Tp7bBQebSA3RVog4szlpkax53gTrZ09ZpcixJA5E9Y/A94DkpRSzwEfAj8wtCqH3eVNdPbYT/YfhTgTuWlR2Oya7UcazC5FiCE7bW9Ba/2BUmobMIfe9se3tNY1hlcGbHUMvcqRm4viLGQnR+Cjer+PFoyLMbscIYbklGGtlMr+0kMVjj+TlVLJWuttxpXVK7+sjvSYYGJC/I0+lfBCoQG+ZCaESd9aeIXBrqx/5/gzAMgBCum9sp4G5AELjCzMbtfkH67ngknxRp5GeLnc1EheKThGt82Or0yqEh7slN+9WuslWuslwGEgW2udo7WeCcwADhpd2KHqFhrauqVfLYYkJzWKti4b+yqazC5FiCFx5lIjU2u9q+8DrfVuIMu4knr1jY+dJWEthqDvfoeMtxaezpmw3qeUWqWUWqyUOscxk3Gf0YXll9URE+JPimw2IIYgMTyQMZGBsk6I8HjOzDRZCdwDfMvx8afAo4ZV5LClrE42GxAuMSs1ik8P1KC1lu8n4bFOe2Wtte7QWv9Ba/01x9sftNaGro5T0djOsfp26VcLl8hJjaKmRTYjEJ7ttFfWSqlSHLMX+9NapxtSEZBf1rfZgIyvFkOXe7JvXUdaTLDJ1Qhxdpxpg+T0ez8AuBYw9JI3v6yOID8LkxLDjDyNGCEyYkOICPIlv6yO63KSzC5HiLPiTBuktt9budb6j8C5Rha1tayeGckRstmAcAkfH0VOSuTJ39iE8ETOrGed3e8tRyl1N2DY/lpNHb2bDch+i8KVclKjKKlppabFLWuQCeFyzrRBftfv/R6gFLjOmHJg2+F67Fo2xxWu1de3zi+r56IpCSZXI8SZcyas79Bal/R/QCmVZlA95JfVY/FRZCXJZgPCdaaMDsfP6kN+WZ2EtfBIzjSFX3XyMZfYWlbH5FFhBPvLZgPCdfytFrLGRLBVdjwXHmqwVfcygclAuFLqqn5PhdE7KsTlunrs7DjawE2zU4w4vBjhclIjeeLTEtq6emTnIeFxBruyngBcCkQAl/V7ywbuNKKY3ccb6eyxy/hqYYjctCh67JodR2UzAmGM771SyFuFxw059ikvL7TWbwJvKqXmaq0/N+TsX9LY1k1SVKDMXBSGyE6ORKne+yLzMmQzAuFaNS2dvFpwjLFxIYYcf7A2yA8cG+UuV0rd+OXntdb3u7qYJZlxbMg0dAi3GMHCA32ZEB96cgciIVypwHE/JMegPWMHa9z1rayXb8iZhTBBbmoUr207Ro/NLpOuhEsVHK7Hz+LDlNHhhhx/sDbIW44/1xpyZiFMkJMayTObD1NU2WzYfyoxMm0tq2N6UjgBvhZDjj9YG+QtBljAqY/W+nJDKhLCQH2TrfLL6iSshcu0d9nYXd7I1xcatr7doG2Q3xp2ViFMMioikNERgWw9XM9t8w2b2yVGmMJjDXTbtKEj2QZrg6zve18p5Qdk0nulXay17jKsIiEMlpMayeeHamUzAuEyfTsRZScbF9bOLOR0CXAIeBj4M3BQKXWxYRUJYbCc1Ciqmjs5WtdudinCS2wtq2d8fAgRQX6GncOZ2+G/A5ZorRdrrc8BlgB/MKwiIQzWfzMCIYbKZtdsO1xv+PwQZ8K6Smt9sN/HJUCVQfUIYbjxcaGEBljJPyxhLYauuLKZ5s4ew2deO7NAwh6l1D+Bl+ntWV8LbO1bL0Rr/ZqB9Qnhcn2bEWyVzQiEC/T90M9JMf/KOgA4AZwDLAaq6d3W6zJ61w4RwuPkpEZxsKqFula5Vy6GJr+snoSwAMZEBhp6ntNeWWutVxpagRAm6BtvXXC4nvMnxZtcjfBk+WV15KRGGj6yyJndzdOA+4DU/p8vk2KEJ5s2Jhw/S+9mBBLW4myVN7RzvLGDb7hh8TlnetZvAE8BbwF2Y8sRwj0CfC1MHRMuI0LEkPSNr55p0OJN/TkT1h1a64cNr0QIN8tJjWT1xlI6um2GrecgvNvWsjpC/K1kJhi2h/hJztxg/JNS6mdKqbn9dzo3vDIhDJabEkW3TVMomxGIs5RfVs+M5Ai3rODozJX1VOAW4Fz+3QbRjo+F8Fh9v7rmH65ndnq0ydUIT9PY1k3xiWaWTU10y/mcCeuvAemyHojwNpHBfoyPD5G+tTgr247Uo3VvO80dnLl2L6R3H0YhvE5OahQFh+ux2U+5GrAQA9paVofVR5GV5J54dCas44EipdQ6pdQ/HG9vGl2YEO6QmxpJc0cP+080m12K8DD5h+uZPDqcID9nGhRD58xZftbvfQUsAL6yJ6MQnqhvinB+WR0TE8NMrkZ4is4eG4VHG7h5TorbznnaK2vHutaNwCXAGmAp8JixZQnhHmMiA0kIC5B1QsQZ2V3eRGeP3fDFm/obbFuv8cAN9F5F1wIvAUprvcRNtQlhOKUUOamRJyc3COGMf0+GMX7mYp/BrqyL6L2KvkxrvUBr/Qhgc09ZQrhPbmoUxxs7KG+QzQiEc7aU1pEWE0xsqL/bzjlYWF8NVAIfK6WeVEotpbdnLYRX6Rt6JVfXwhk2u2ZLWR2z09x3VQ2DhLXW+nWt9fX07r34CfAdIF4p9ahS6gI31SeE4TITwgjxt8p4a+GUosommjt6mJ0+TMK6j9a6VWv9nNb6UmAMsAP4oeGVCeEmFh9Fdkok+XKTUTghr6T3h/rsNPfOej2jCe1a6zqt9eNaa5lqLrxKbkokxSeaaWzrNrsUMczlldYyJjKQURHGbjbwZcavPiKEB8hJjUJrKDgirRBxana7ZktpnduvqkHCWggAspIi8LUo8kolrMWpHaxuob6t2+39apCwFgKAQD8LWUkRbC6RsBanlldSC8AcubIWwjxz0qPZXd5Ic4f0rcXANpfWkRgeQFKUe/vVIGEtxElz06Ox2bWMChED0lqTV9I7vtrozXEHImEthEN2SiR+Fh8+d/yqK0R/JTWt1LR0MsuEFghIWAtxUoCvhazkCDZLWIsBbHHcfDbj5iJIWAvxBX196ybpW4svySupJSbEn/SYYFPOL2EtRD9z06Oxa9gio0JEP1pr8krrmJ1uTr8aJKyF+IIZyRH4WX2kFSK+4GhdOxWNHW5fvKk/CWsh+gnwtZCdHCE3GcUXbDpUA8C8DHNuLoKEtRBfMSc9mr0VTbJOiDhp08Ea4kL9yYgNMa0GCWshvmRuejRa9y7YI4Tdrvn8UC3zx8aY1q8GCWshviIrOQJ/q49MPRcAFJ9opra1y9QWCEhYC/EV/lYLM1MipW8tgN4WCMD8sTGm1iFhLcQA5qZHs6+iibrWLrNLESb77FAt6THBbl+/+sskrIUYwIJxvVdRfVdVYmTqttnJK6ll3lhzWyAgYS3EgKaNiSAswMqGA9VmlyJMtPNYA61dNuZnmNsCAQlrIQZk8VHMHxvDhgM1aK3NLkeYZOOBWpSCuSbfXAQJayFOaeG4WCoaOzhU3Wp2KcIkmw7VMHlUGBFBfmaXImEtxKksdPStpRUyMrV19bD9SP2waIGAhLUQp5QUFURqdBAbDshNxpEor6SObps2fcheHwlrIQaxcFwsm0tq6eqxm12KcLNPiqsI9LUwy8TFm/qTsBZiEAvHxdDWZWPbEdnqa6RZv7+auRnRBPhazC4FkLAWYlBzM6Kx+CjpW48wZTWtlNW2cc74WLNLOUnCWohBhAb4MiMpgo3Stx5R1u/v/eG8eIKEtRAeY+G4WHaWN1Lb0ml2KcJNPimuIjU6iJRoc7bwGoiEtRCnsXRiHFrDJ8XSChkJOrptfF5SO6xaICBhLcRpTR4VRnyYPx8VVZldinCDLaV1dHTbWTwhzuxSvkDCWojTUEpxbmYc6/dXyxC+EWD9/mr8rD7MSTd/inl/EtZCOOHczHhaOnvYWiYbEngzrTUfFVUxOy2KQL/hMWSvj4S1EE5YMDYGf6sPH+6TVog3O1TdQmlNK+dPije7lK+QsBbCCYF+FuZlRPNh0QlZhc+Lvb/3BADnTZSwFsJjnTsxnsO1bZTUyCp83uqDvSeYOjrc9F1hBiJhLYSTzs3sHR3w4b4TJlcijFDV3MGOow3DsgUCEtZCOG10RCCTEsN4f4+EtTf6cF8VWiNhLYQ3uHhKAvmH66ls7DC7FOFiH+w9QVJUIJkJoWaXMiAJayHOwMVTEwFYt6fS5EqEK7V29rDxYA3nT0xAKWV2OQOSsBbiDIyNC2F8fAjv7KowuxThQv/ad4KuHjsXTh6eLRCQsBbijC2bmsjWsjqqmqUV4i3e3llBfJg/uanDY6OBgVjNLkAIT7NsaiJ//NcB1u05wS1zUswux6WaO7r5pLiaHUcbKKluoaWzBz+rD/GhAUwdE86CsTGMix+ePd2z1dTRzfriam6ek4KPz/BsgYCEtRBnbFxcCBmxwby7q8Jrwrqosom/fnyI9/ZU0tVjJ8DXh4zYEEIDrLR12dh0qIbXtpcDMGV0GCvnpXHljNFYhnG4OeuDPSfostm5dHqi2aUMSsJaiDOklGLZ1ET+8vFBqpo6iAsLMLuks1bb0smv/rmP17aVE+xnYfmsZC6dlkhWUgRWyxe7pOUN7by/p5IXtxzlu68U8tdPDvKLK6Ywb5hsKHu23tp5nNERgcxIijC7lEFJz1qIs3BF1mjsGt7ccdzsUs7ae7srOe/363mr8Dj3LM5g0w/P5YHLJ5OTGvWVoIbeceYr56fx7rcW8tjN2djsmuWr8vjRa7to77KZ8DcYuvrWLjYeqOHSaYnDdhRIHwlrIc7C2LgQpidFnGwNeJJum51fvbOXu58tIDkqiHfuX8h/XZRJRJCfU1/v46O4aEoi7317Ed9YlM6LW49w1aOfcaS2zeDKXe+dXRX02DWXTR9ldimnJWEtxFm6Ons0+yqa2Hu8yexSnNbW1cPX1+bz5IZSbpmTwst3z2X8Wd4wDPC18KNlE1l9Wy7l9W1c9ueNFBz2rCVkXyk4xoT4UCaPCjO7lNOSsBbiLF06bRS+FsXr24+ZXYpT6lu7WP5kHhsOVPPgVVP5xZVT8LcOfc3mJRPiePu+hUQF+3HTqjw+LvaMZWQPnGim8GgD1+aMGfYtEJCwFuKsRQX7sWRCHG/sOE6PbXjvINPY1s0NT2xmb0UTj948kxtnJbv0+MnRQbxy91zGxoVw59p83ts9/CcNvVJwDKuP4soZo80uxSkS1kIMwdUzx1Dd3MnHw3gz3Y5uG3c+k09JTQurV+Ry4eQEQ84TE+LPC3fOYdqYcO57YTsfFQ3fBa+6bXZe21bOuZlxxIT4m12OUySshRiCpZlxxIf58+zmw2aXMiC7XfPdlwvZUlrH767LYsE4Y4fZhQb4sub2WWQmhHH3s9vYeKeh798AAAqESURBVKDG0POdrY+Lqqhp6eTanCSzS3GahLUQQ2C1+LB8Vgrr91dzuHb4bUrwy3f28c6uCn68bCKXu2nEQ1iAL3+7fRbpMcHc9Uw+u441uuW8Z2Lt52UkhgewZEKs2aU4TcJaiCG6YVYSVh/Fc3lHzC7lC1ZtKGH1plJWzk/l6wvT3HruyGA//nb7LCKD/Fi5ZitH64bPsL4DJ5rZdLCWm+ekDDiefLjynEqFGKbiwwK4cHICL+cfpaN7eEwO+UfhcX75zj4umZrITy+ZZMpoh7iwANbenku3zc6Kp7fQ0Nbl9hoGsvbzMvysPi6/yWo0CWshXOCWuSk0tHXzaoH5w/g+O1TD914uZFZaFL+7brqpixONjQvlyVtzOFbXzp1/yzf9h1lTRzevbSvn8umjiAp2bhLQcCFhLYQLzE6LIispgsc/PWTqML6iyia+8bcCUqKDePKWHAJ8hz6OeqhmpUXx++uns7Wsnu++Uojdbt7u8M98fpi2Lhsr56eaVsPZkrAWwgWUUnxzcQZH69pN25jgeEM7t63eSpC/hTW3zyI8yNeUOgZy6bRR/PeyTN7ZWcGv1xWZUkNbVw+rNpSwZEIsk0eFm1LDUEhYC+Ei502MZ1xcCI9+csjtV4+N7d3c9vQWWjt7WLNyFqMjAt16fmfcuTCdW+ak8Pj6Ep4xYajj83lHqG/r5j/OHef2c7uChLUQLuLjo7h3yViKKpvdenXd2WPjrr/lU1rTyuO3zGRi4vBc50Ipxc8um8R5E+P42Zu7+XCf+ybNtHX18MSnJcxNj2ZmSqTbzutKEtZCuNBl00eRmRDKQ+uK6eoxvndtt2v+8+VC8krr+O2104f92tJWiw8P3ziDKaPD+Y/nt7PzWINbzrtqQylVzZ1894LxbjmfESSshXAhi4/iR8smcqSujefyjP1VX2vdO+llZwX/vSyTK7I8Y42LID8rq1bkEBXsx+1r8g0fg13V3MFj6w9x8ZQEcobxHounI2EthIstGhfDgrEx/PFfB6hu7jTsPI+uP3Ry0sudC9MNO48R4kJ7x2B39dhYuWYrjW3dhp3rofeK6bbZ+a+LMg07hztIWAvhYkopHrh8Eu1dNv737b2GnOOlrUf4zXvFXJE1yrRJL0M1Ni6UJ27N4UhtG3c9k09nj+vHYG86WMMrBcf4+sJ0UmOCXX58d5KwFsIAY+NCuXfJWN4qPM4He117I+2fuyr40Wu7WDQ+loeuMXfSy1DNSY/moWunkVdax73PbXNpYLd29vDD13aSFhPMt5Z65giQ/iSshTDIPYszyEwI5QevFnK8od0lx/xH4XHue2E72cmRPHpTNn5Wz/8vfEXWaH5x5RT+ta+Kbz7rmsDWWvPj13dRXt/Or6+eNiwmBw2V5/9LCzFM+Vl9+OtN2XTbNPc+v23IU61fyT/Kt1/czsyUSNbePotgf6uLKjXfLXNS+OWVU/iwqIpvPFNAa2fPkI73zObDvLHjON85bzyz0jz3pmJ/EtZCGCg9NoSHrpnG9iMN3PfC9rOaim63a373fjHff3UnczOiWbMy16uCus/Nc1J48KqpfLq/muse/5zKxo6zOs57uyt44B97ODczjnuXjHVxleaRsBbCYBdPTeTnl0/mg70n+I/nt9Pe5fwVdm1LJ994toBHPjrI9TlJPH3bLIL8vC+o+9w4K5mnVuRSVtPK5X/eeMabF7y5o5z7X9jBjORI/rx8hkf3879MwloIN1gxL5WfXjqJdXsrue7xzzlwonnQz7fbNW9sL+fCP25gfXE1/3PpJP7v6qle0aM+nSWZcfz9m/MIDbBy81N5/PSN3dS1Dr68ake3jQf/uY9vvbiDrOQIVq/I9bofakpr169hkJOTo/Pz811+XCE83Qd7T/D9Vwtp7ezhupwkbpyVzKTEsJNXgFVNHfxrXxXPbD7MvoompowO46Frpg/bKeRG6ui28ev3ilj7WRlBflZuyE3iyhmjmZgYhsXxetW0dPLurgqe2FDC0bp2bpyVzAOXT3LJru1mUEoVaK1zBnxOwloI96pp6eR37xfz923ldPXYCfazEB3iT1tXDzUtvVeQmQmh3LUonSuzRnvVr/Jn42BVM3/41wHW7a6kx64J8rMQHeJHe5edmpbeSUfTkyL4/gUTDN9j0mgS1kIMQ7UtnazfX83OY43UtXYR7G8lPSaYuRnRTB4V5pETXYzU93rtLm+ioa0Lq0WRFhPCovExTEr0jtdLwloIITzAYGHt/XcrhBDCC0hYCyGEB5CwFkIIDyBhLYQQHkDCWgghPICEtRBCeAAJayGE8AAS1kII4QEMmRSjlKoGjN0tVAghvE+K1jp2oCcMCWshhBCuJW0QIYTwABLWQgjhASSshRDCA0hYC0MopaKVUjscb5VKqXLH+y1Kqb8adM5vK6VuNeLYZ0MpVaaUOuUCy0qpF5VS49xZk/BccoNRGE4p9QDQorX+rYHnsALbgGyt9dC2xnYRpVQZkKO1HnAjQaXUOcDNWus73VqY8EhyZS3cSim1WCn1tuP9B5RSa5VS7zuuQq9SSv1GKbVLKfWeUsrX8XkzlVLrlVIFSql1SqnEAQ59LrCtL6iVUvcrpfYqpXYqpV50PBaslFqtlNqqlNqulLrC8bhFKfVbx3l3KqXuczy+1PF5uxxf5+94vEwp9XOl1DbHc5mOx6Mdf5ftSqnHAdXvvO8opQqVUruVUtc7at4AnOf4QSPEoCSshdkygEuAK4BngY+11lOBduASR2A/AlyjtZ4JrAZ+NcBx5gMF/T7+ITBDaz0NuNvx2I+Bj7TWucAS4CGlVDBwF5DW7/OfU0oFAGuA6x31WIF7+h2/RmudDTwKfM/x2M+AjVrrGcA/gGTH4xcBx7XW07XWU4D3ALTWduAgMP1MXjAxMklYC7O9q7XuBnYBFhxB5vg4FZgATAE+UErtAH4CjBngOIlAdb+Pd9IbujcDfW2RC4AfOo7zCRBAb6CeBzzWd1Wuta5znLdUa73f8bVrgUX9jv+a488CR504nn/WcYx3gPp+f5fzlFK/Vkot1Fo39jtOFTDqFK+NECfJr1/CbJ3Qe5WplOrW/76JYqf3+1MBe7TWc09znHZ6w7fPJfSG5+XAT5VSkx3HulprXdz/C1Xv5n1fvnlzug39Oh1/2vji/6Ov3ATSWu9XSs0ElgEPKqXe11r/r+PpAEftQgxKrqzFcFcMxCql5gIopXwdwftl+4Cxjs/xAZK01h8DPwAigBBgHXCfI5xRSs1wfO37wN19vWOlVBRQBKQqpcY6PucWYP1pav0UuMlxjIuBSMf7o4A2rfWzwG+B7H5fMx7Y48TrIEY4CWsxrGmtu4BrgF8rpQqBHcC8AT71Xf7dprAAzyqldgHbgT9orRuAXwC+wE6l1G7HxwCrgCOOxwuB5VrrDmAl8IrjOHbgsdOU+3NgkVJqG70tlyOOx6cCWxztlx8DvwRQSsUD7VrrCqdfEDFiydA94TWUUq8DP9BaHzC7Fmcopb4DNGmtnzK7FjH8yZW18CY/pPdGo6dooPfGpRCnJVfWQgjhAeTKWgghPICEtRBCeAAJayGE8AAS1kII4QEkrIUQwgP8fyu2AJPcMCsAAAAAAElFTkSuQmCC\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"446be7ca16b34571bbaa2dc152daea1f": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"4490a73aa05049c59ffaf5fbca3d4ed3": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_ca5d669b3f5f4efa982f32fea047180d",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "The double of 50 is 100.\n"
}
]
}
},
"44b8b12cba2442b6a3c9d99dc715d2e7": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_97e1dbe0b6fa48a2a8582ebc5af20c65",
"max": 20,
"style": "IPY_MODEL_185855488b484ad58395f2eac5b36ba9"
}
},
"45267b22bf924e779b9012872940fbd5": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"47de44f09935400ebc7a8aaaa63c7bd5": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"4923d1efdcb6411ea5b1dc2d06bafb82": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_be8a4d482df44ff2aeb3206ac71b8bdf",
"max": 15,
"style": "IPY_MODEL_6628bfa796664fb7b16a1fd545143371"
}
},
"4969eebf9b414e1b9067f134c5b5aa53": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_e382c79bcd56496a929c547fed0dff0e",
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"49aafb03305f47f6af1f7efb9c7d00de": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_2a8c2e91a20d47e08637b3e969d5fd47",
"max": 15,
"style": "IPY_MODEL_217fcc40107b46fa91244212070a0c4a",
"value": 5
}
},
"49b6c64cda59481b84a49e9f169d4905": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"49be3c6388974e6592e5a434753639f5": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"4a0273e7a71c4bffbdfa29d6f0bffa7c": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"4b2dc23e6aea42d78213073d3fccaf44": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"4ba10575253f42449b49766fc606e4d6": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_db7701ef0c524b77bf49362c77deb01e",
"max": 20,
"min": 1,
"style": "IPY_MODEL_86de8632094e4653b14709f45e64406d",
"value": 20
}
},
"4c03224266104c63884e68a4dc228a31": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"4d509972cfb44159b8bd4aeee881540d": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_38ef7cbef97c471b9f645c2f5bb2ebb8",
"IPY_MODEL_d172c2f24cdf41ddb42369f3767bc63a"
],
"layout": "IPY_MODEL_7b3a0207a8c9439e85c8af9b49d53673"
}
},
"4d5367b89a62478a9a2302c6522d3851": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"4d93e58f775240cfb573dbd023bd1e8e": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"4e1fac02884042b6939d4b3c83fcb6ab": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"4ec434874cb34ae1b401bb46b862fd2b": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_14f8f1d820ba4ceda402f051b692cfca",
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
]
}
},
"4ec67887a20c4020903cdaddcc9d4c45": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_3175c74f2e5f4b5687efa34561ebc24d",
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"4f326a6714804009964d30e1704f21dd": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_1989b49cb0b64eaf9f07ef8faf44a8c8",
"max": 15,
"style": "IPY_MODEL_9900b2c4b384425f851c5511dc30bbd5"
}
},
"4f3352cc6cc34caf988b68de9b958c42": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"4f7add0e5cf44864b0efb23d9c76741c": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"4fbb63f0779a4160bd9e45e1ab35ca5a": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_1f0172f0705b458eb9fb86bb6c2b6bb5",
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"4fd94c8c89794973840bf1a7f94780ca": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_260b3300629040d79a513e2b222c96b1",
"IPY_MODEL_13f30b71ca1945798aba26d80528216c"
],
"layout": "IPY_MODEL_a3e449ae75cd423d95da62dd3ec955a7"
}
},
"500071e6cf224b2782e86e1b0ef58b78": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"507cdf3f00f749f5873e76717ff606e6": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"516150ad0ad94739b38b38229f92cd72": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"layout": "IPY_MODEL_a4f443d769f8442ebf0918e096adaedd",
"max": 5,
"min": 1,
"style": "IPY_MODEL_fe6fb4ae64e54a2f988fb30d278b00ad",
"value": 1
}
},
"534eea6c60604b24affbd873bd232376": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"54a19d7c6b8a4c9098530464f284f352": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"5505320437e6466c83e040b829b4b80e": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"55aeb4016b66410db9f1630da1cb6cdb": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"563e9d0899844f97a0b98f9b66626327": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "a",
"layout": "IPY_MODEL_3e3c29687ef642cea188442a85b45cd3",
"max": 5,
"min": -5,
"style": "IPY_MODEL_77fb6e00e73c4a53beff8489e50d282c"
}
},
"5651f797ea304564bfc1d68ffc890c02": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"591616717b6f4e0cb0a3e4c38e903f4e": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"layout": "IPY_MODEL_01d2f1cd77184088b59ec4e3b97da928",
"max": 5,
"min": 1,
"style": "IPY_MODEL_2913577afb3e4913b852ecec81617321",
"value": 1
}
},
"595347ed89024100bf184012a426de95": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"59c0ba4197584013b5ae67274b6e8517": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"59df4c81de9143ca874ad4609e23268e": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"59ee3130811a47d0af3751c8f47922cd": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"5a009f8ae6dd4215842c3ff30216f196": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"5a610da3e35343b39a55c7123d39caff": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_3bb377af7e0e40168b1a79d47e243c8a",
"IPY_MODEL_fdfe3a45ee454a1ca75ffd2d6d5a69c5",
"IPY_MODEL_18af3a0c5ba3438a9f60f201368abbcf",
"IPY_MODEL_9a7a31d002e845fb9a9d26ba0fae5fbd"
],
"layout": "IPY_MODEL_6517121db520458ca1d9e7c6ed5fdaad"
}
},
"5ba8ca5ce8d1459fa2181d9f035b265e": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_635923d960574826a77f513a1722cdfd",
"IPY_MODEL_99a785b8921f482d801d6c68e06964ae"
],
"layout": "IPY_MODEL_ff9c0e1885114e4ea3670729b4d54764"
}
},
"5deff218500b4a7ab6622682a7dff3af": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"5f6886fc3eb34a71a8acafc43236dadc": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_a662a273d495441281172df965132293",
"IPY_MODEL_c417fe27644048eea009cc72f90a453d"
],
"layout": "IPY_MODEL_06c339de03b64088a2662033ea6e030a"
}
},
"5fdc54635a714d988d5b68689a163889": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_a273be5a99da4fd5bfa085f403d20941"
}
},
"601554b4abf64a64aee90ed3c64afcf9": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"607f777339324f70b1c2f5bb7f8a2244": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"60fc7831a42544f2b483278f885aed39": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_9db4828cbf844d019d19d1ff3afb6fc3",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "The double of 70 is 140.\n"
}
]
}
},
"616ef02d30b541daae05042ffa62216b": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"61a1bbae32c641a7bedee619fa79b52c": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"6228c739511a4fba9e1380e1217077a8": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_321a110f6381430180cf5437676c4427",
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"62613f37a66d43cbb713c060ae483012": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_72dc50c1696a4b09812737c77d626482",
"outputs": [
{
"ename": "NameError",
"evalue": "name 'ç' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m/opt/conda/lib/python3.7/site-packages/ipywidgets/widgets/interaction.py\u001b[0m in \u001b[0;36mupdate\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 254\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwidget\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_interact_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 255\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mwidget\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_kwarg\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 256\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 257\u001b[0m \u001b[0mshow_inline_matplotlib_plots\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 258\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_display\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mresult\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m<ipython-input-9-f8348d50e9d9>\u001b[0m in \u001b[0;36mplot_square_wave\u001b[0;34m(num_harmonics)\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[0mwave\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0msin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdelta\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mAk\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msamples_per_period\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0msquare_wave\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwave\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtime_axis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwave\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mç\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;34m'Hz'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 12\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mxticks\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m# Disabling tick labels will make plotting a little smoother\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0myticks\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mNameError\u001b[0m: name 'ç' is not defined"
]
}
]
}
},
"62ca21e49b7f4ce6976f2707d038f805": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"630a164d1607440cb6a180acdfd0e1e7": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "k",
"layout": "IPY_MODEL_507cdf3f00f749f5873e76717ff606e6",
"max": 5,
"min": 1,
"style": "IPY_MODEL_3b7595c598234d3b955097d520d32a7d",
"value": 1
}
},
"635923d960574826a77f513a1722cdfd": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_29e1f36d8de5417b9ac54285cae89a69",
"max": 15,
"style": "IPY_MODEL_cf4a86b98c724b7dbf651bff421f32e0",
"value": 6
}
},
"63c3303ae9bf48acbc65ec3f75576c17": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"650933cc2d2a46798467bc9a38eb41df": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "x",
"layout": "IPY_MODEL_24abe9829e034d718db738784e90d5ac",
"style": "IPY_MODEL_595347ed89024100bf184012a426de95",
"value": 70
}
},
"6517121db520458ca1d9e7c6ed5fdaad": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"65d863b93bc948b1973d38c2af9e20f4": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_b57868808822404dbb225f26febd2b03",
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"65f3272896fa455c9e79ac8242d8029d": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"6628bfa796664fb7b16a1fd545143371": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"6788a70af238485ca5898f0171b29a50": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"67ccf54839804ddc8408aa9284df4762": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"68296308251646699b1cf48518528a5b": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"6907c7e5494146409f8fb53262d9388d": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"6a146aad89dc4f6ba2de7404bb60d435": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"6aa885c9de6343efad5a27a72e042516": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_eadaf132f47f4545a52ba149b5bf9139",
"IPY_MODEL_3ee3779cb99e4cae9402ae7a3ec603cb"
],
"layout": "IPY_MODEL_ab3b450946834165be776a96eb0b752a"
}
},
"6bdbf219d7874380b39a021c8a862ac6": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"6c1a2701547f4d04b1e7d4f0b74973af": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"6c4ddcaa18bc4e009331634895a5675d": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"6d780864a64a4fc5af08808b72bb39d1": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"6e958f0d459245c3a8fbbcbaad11d803": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"6ecab4658e07432a9b40b3945bc68faa": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"6f3c53c736554486b194258c9096f28b": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"6f9a6a4b95cc4b9ca73cfad890147aaf": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"70b1cdca700a45899c65184d5a6382b9": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"71a1e19d7d704d2180fdaa7dbd689c77": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"71bf07b3b3bc4caea9449e06d7718cc3": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"722ff4032c5845c7b06a37745c428e5d": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"72dc50c1696a4b09812737c77d626482": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"733b2d161257478893c7aa6ccab016ef": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "FloatSliderModel",
"state": {
"description": "f0",
"layout": "IPY_MODEL_b85c19fe657b4833a3abd84b700305e9",
"max": 1320,
"min": -440,
"step": 0.1,
"style": "IPY_MODEL_2c1fd97d3a7449e18a1d69011e9f8b9e",
"value": 197.8
}
},
"74431a7dbcd94e158573515b9b5c7b15": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_33d639be8d7e4b888d0e9e1dc0672b9d",
"max": 15,
"style": "IPY_MODEL_f83906971af347f8a25e6fbd2c9ceeee",
"value": 5
}
},
"7469992426734947886e3c83f6f04db8": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "k",
"layout": "IPY_MODEL_deea8ff0dee64761932dac6cd18037d3",
"max": 15,
"min": -5,
"style": "IPY_MODEL_78e0e58e016a445caffb038b2e145c08",
"value": -5
}
},
"75423b888119455cbc2f2f75691bea12": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"76c4d84926d04c828ee204cf3648313c": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"77783dec78bd4cf3be55607b522c89b5": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"77fb6e00e73c4a53beff8489e50d282c": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"7875efaba23a4289b93385e1abbc9469": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_6a146aad89dc4f6ba2de7404bb60d435",
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 1728x432 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"78d57a96a88147bab7e279a6c90e40da": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"78e0e58e016a445caffb038b2e145c08": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"79b1a91ec92447838398d78c732b29df": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"79e7802d302b4c878a89572631a0aacc": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_3a0b7e75f3734c5caee09c7fe181de4e",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "The square of 8 is 64.\n"
}
]
}
},
"7a529d3868e24aa6b483e958ab331438": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_6f3c53c736554486b194258c9096f28b",
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {},
"output_type": "display_data"
}
]
}
},
"7b3a0207a8c9439e85c8af9b49d53673": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"7bfece35baf14e228a64fc099fdc3f61": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_22409a69329e4ed2a9592a1dd54595ae",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "The double of 50 is 100.\n"
}
]
}
},
"7c3395f80aed4dde8c41ef78509b891d": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"7c9a44e16584494e9838e06d831988b8": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"7d9095660e87472da8d25d0d57a8113a": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"7db2e8dd162646378d950db6709ca7e3": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_6788a70af238485ca5898f0171b29a50",
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAABWoAAACzCAYAAAAQRyUyAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nO3daXRVZaLn/++ThEQwIJMMCghKinJEMU4NdqGgIMggioxWRLjkRfft29Pqsu6b+39z19+1/r3u6nrR3Su5UIASZhFBEae6VCkgAiqDUCjlAAiFEBkiEsjw/F8QToGCBJKwT5LvZ629zj7P3vuc31HWkfx88uwQY0SSJEmSJEmSlJyMpANIkiRJkiRJUnNnUStJkiRJkiRJCbOolSRJkiRJkqSEWdRKkiRJkiRJUsIsaiVJkiRJkiQpYRa1kiRJkiRJkpSwrKQDAHTs2DH27Nkz6RiSJEmSJEmSVGebNm06FGO89lKuSYuitmfPnmzcuDHpGJIkSZIkSZJUZyGEry/1Gpc+kCRJkiRJkqSEXbSoDSH8PoTwbQhh21lj7UMIb4cQPq95bHfWsd+GEHaFEHaGEIY0VHBJkiRJkiRJaipqM6N2NjD0R2PPA+/GGPOAd2ueE0K4BRgP3Fpzzf8JIWTWW1pJkiRJkiRJaoIuukZtjPFPIYSePxoeBQys2Z8DrAZ+UzO+IMZ4EvgyhLALuBdYVz9xJUmSJJ0RY6S6upoYY2o7+/mF9hvLsUt5jRhj6p/J2ft1GUvna9Ip74//TNbn2JV6n3QaS7c8jeEzX2lm+Jt0yGGGv0mHHGaom8u9mVjnGON+gBjj/hBCp5rx64EPzjpvb83YT4QQpgPTAXr06HGZMSRJkpS0M6VZVVUVlZWV5zyeb+xKH6uqqkrlq66uTm1X+nl9v6YkSZKalsstai8knGfsvDV2jLEYKAbIz89vvFW3JElSHcQYqaio4NSpU5w8eZKTJ0+ed//UqVOcOnWKioqKn90qKysves6lbD/3epWVlakyVMkJIaS2jIyM8+7/3LHanpdOx3583tnb2f9MzuzXZSydr0mnvD/+M1mfY1fqfdJpLN3yNIbPfKWZ4W/SIYcZ/iYdcpjhtGHDhl3yNZdb1B4IIXStmU3bFfi2Znwv0P2s87oB+y7zPSRJkhpMVVUV5eXlnDhxghMnTtRq/0x5eqEy9WLHLnReUxBCICsri8zMTDIzM1P7P35M4tiZLSMjI/V4ZrvU5/XxGvWR4eyiUpIkSU3D5Ra1y4EC4IWax1fPGp8XQvgX4DogD/iwriElSVLzUVFRwfHjx2u9/fDDD/zwww+XXLpWVFQk/VFTsrKyyMnJIScnh+zs7NT+2c+zs7PJzs6mRYsWqS0rK+uc57XZ6vOarKysVCGakVGbe9RKkiRJupCLFrUhhPmcvnFYxxDCXuCfOF3QLgohTAV2A2MBYoyfhhAWAduBSuA/xBj9XThJkpqgGCPHjx/n2LFjlJWV/eSxrKyM77///pJK1+PHj1/RArVly5a0bNmSq666qlb7V1111UUL1fM9v9gxS05JkiRJFy1qY4wTLnBo0AXO/2fgn+sSSpIkNZzq6mrKyso4cuQIR44c4fDhwxw9epRjx479bOl6vrGGuKNqRkYGV1999SVtZ8rU2pauLVu2JDs7218blyRJkpQ26vtmYpIkqYGdmcl6pmQ9U7ievZ1v/MzY0aNH661gbdWqFW3atKF169Y/eWzdujW5ubm0atXqkkrXnJwcC1RJkiRJzY5FrSRJCaqqquK7776jtLSU0tJSDh06dNH90tJSqqrqtrJQ69atadu27TlbmzZtzlu2XqiIzc3NJSvLv0pIkiRJUn3wpytJkupJjJHvv/+eAwcO8O2336Yef650PXz48GW9V6tWrc4pWdu1a/eT4vV8Y23btuWaa66xYJUkSZKkNONPaZIk/YwzM17PLl9/XMSe/VheXn5Jrx9CoF27dnTo0IEOHTrQsWPH1P6Pn5/Zb9++PTk5OQ30iSVJkiRJSbColSQ1S1VVVRw8eJB9+/axf//+cx7P3j9w4MAlLTPQsmVLOnfuTOfOnenUqROdOnWiY8eO5y1cO3ToQLt27cjMzGzATypJkiRJagwsaiVJTU5ZWRl79uxJbT8uXy+1gG3fvj2dOnVKla9nP/54LDc3t4E/nSRJkiSpKbKolSQ1KuXl5ezdu/ecIvbsbffu3Rw9erRWr9WxY0e6du3Kddddx3XXXZfaP3usS5cuZGdnN/CnkiRJkiQ1dxa1kqS0UlZWxpdffnnO9vXXX6eK2IMHD170NXJycujevXtq69atmwWsJEmSJCmtWdRKkq6o8vJyvv7661QJ+9VXX51TypaWlv7s9ZmZmXTr1u2cIvbHW8eOHQkhXKFPJEmSJElS3VnUSpLq3ZEjR/j8889T265du1JF7L59+3722pycHHr27EmvXr1SW8+ePVMlbJcuXbz5liRJkiSpybGolSRdlrKysnPK2LO3Q4cOXfC6zMxMevTokSpgzy5ke/XqRefOncnIyLiCn0SSJEmSpORZ1EqSLqiiooJdu3axY8cOPvvss3PK2L/+9a8XvK5Vq1b07t2bvLw88vLy6N27NzfeeCO9evWiW7duZGX5nx9JkiRJks7mT8qSJE6cOMHOnTvZsWMH27dvTz1+/vnnVFZWnveanJwcbrrpJvLy8vjFL36RKmXz8vK47rrrXCNWkiRJkqRLYFErSc1IWVnZT8rYHTt28MUXXxBj/Mn5IQR69erFzTffTJ8+fc4pY7t37+4SBZIkSZIk1ROLWklqgioqKvjzn//Mli1b2Lx5M1u2bOHTTz9l79695z0/MzOTvLw8br75Zm655ZbUY58+fWjVqtUVTi9JkiRJUvNjUStJjdzBgwdTZezmzZvZvHkz27dvp6Ki4ifn5uTk0KdPn1QRe6aUzcvLIzs7O4H0kiRJkiQJLGolqdE43yzZzZs3X/CmXjfddBN33HEHffv25Y477uC2227jxhtvJDMz8wonlyRJkiRJF2NRK0lp6NSpU2zbto2NGzeyadMmNm7cyNatW887SzY3N/ecQrZv377cdttttG7dOoHkkiRJkiTpctSpqA0h/BdgGhCBrcAUoBWwEOgJfAU8HWM8XKeUktSEVVRUsH37djZu3JgqZjdv3sypU6d+cm7v3r3PKWXvuOMOevbs6U29JEmSJElq5C67qA0hXA/8J+CWGOOJEMIiYDxwC/BujPGFEMLzwPPAb+olrSQ1cpWVlfz5z39OlbIbN25k8+bNlJeX/+TcPn36kJ+fz913301+fj533nmns2QlSZIkSWqi6rr0QRbQMoRQwemZtPuA3wIDa47PAVZjUSupGYoxsnfvXtatW8cHH3zA+vXr+fjjjzlx4sRPzu3duzf5+fmpYvauu+7immuuSSC1JEmSJElKwmUXtTHGb0II/xPYDZwA3ooxvhVC6Bxj3F9zzv4QQqfzXR9CmA5MB+jRo8flxpCktHHixAk2bdqUKmY/+OAD9u3b95PzevXqdU4p269fP9q1a5dAYkmSJEmSlC7qsvRBO2AU0As4AiwOIUyu7fUxxmKgGCA/Pz9ebg5JSsru3bt5//33WbduHevWrWPz5s1UVlaec07btm25//77eeCBB7jvvvvIz8+nQ4cOCSWWJEmSJEnpqi5LHwwGvowxHgQIISwF/h1wIITQtWY2bVfg23rIKUmJqqqq4tNPP+X9999PbXv27DnnnIyMDPr27ZsqZu+//37y8vK80ZckSZIkSbqouhS1u4H7QwitOL30wSBgI3AcKABeqHl8ta4hJelKKy8v58MPP0yVsmvXruXo0aPnnNOuXTv69+/PAw88wAMPPMA999xDbm5uQoklSZIkSVJjVpc1ateHEJYAHwGVwMecXsogF1gUQpjK6TJ3bH0ElaSG9MMPP7Bu3TpWr17N6tWr+fDDDzl16tQ559xwww0MGDCABx98kAEDBnDzzTc7W1aSJEmSJNWLusyoJcb4T8A//Wj4JKdn10pS2vpxMbt+/XoqKipSx0MI9O3blwEDBjBgwAD69+9P9+7dE0wsSZIkSZKasjoVtZLUWJSXl7NmzZqfLWb79evHwIEDGThwIA8++CBt27ZNMLEkSZIkSWpOLGolNUlVVVV8/PHHvPPOO7zzzjusWbOG8vLy1PGMjAzuvvvuVDE7YMAAi1lJkiRJkpQYi1pJTUKMkV27dvHOO+/w7rvv8oc//IHDhw+fc86dd97Jww8/zEMPPWQxK0mSJEmS0opFraRG67vvvuPtt9/mrbfe4p133mH37t3nHO/ZsyePPPIIgwcP5qGHHuLaa69NKKkkSZIkSdLPs6iV1GhUVVWxYcMGVq1axapVq9iwYQPV1dWp4x06dGDQoEEMGjSIwYMHc+ONNyaYVpIkSZIkqfYsaiWltX379vHmm2+yatUq3n777XOWM2jRogUDBw5kyJAhPPLII/Tt25eMjIwE00qSJEmSJF0ei1pJaaWyspK1a9fy+uuv88Ybb7B169Zzjt90000MHTqUoUOHMnDgQHJzcxNKKkmSJEmSVH8saiUlrrS0lFWrVqXK2SNHjqSOtWrViocffpihQ4cyZMgQevfunWBSSZIkSZKkhmFRK+mKizHy6aef8tprr/H666+zdu3ac9aa7dOnD8OHD2fYsGEMGDCAnJycBNNKkiRJkiQ1PItaSVfEqVOnWL16Na+++iqvv/46X3/9depYixYtePjhhxk+fDjDhw8nLy8vwaSSJEmSJElXnkWtpAZTVlbGqlWreOWVV3j99dc5duxY6linTp0YPnw4jz/+OIMHD6ZNmzYJJpUkSZIkSUqWRa2kenXgwAFWrFjBsmXLeOeddzh58mTq2O23386oUaMYOXIkd999NxkZGQkmlSRJkiRJSh8WtZLq7C9/+QvLli1j2bJlrFmzhhgjACEEBgwYwOjRoxk9ejQ33XRTwkklSZIkSZLSk0WtpEsWY+Tjjz9m2bJlvPLKK2zbti11LDs7m0ceeYTRo0czYsQIOnfunGBSSZIkSZKkxsGiVlKtVFdXs3btWhYvXsyyZcvYvXt36libNm0YPnw4TzzxBEOHDqV169YJJpUkSZIkSWp8LGolXVB1dTXr1q1j0aJFLFmyhH379qWOde3alVGjRvHEE08wcOBAsrOzE0wqSZIkSZLUuFnUSjpHdXU1H3zwQaqc/eabb1LHbrjhBsaOHcuTTz7Jvffe683AJEmSJEmS6olFrSSqq6tZv359qpzdu3dv6liPHj0YO3YsTz/9NPfccw8hhASTSpIkSZIkNU11KmpDCG2BGcBtQASeA3YCC4GewFfA0zHGw3VKKanexRhZv349ixcvZvHixezZsyd1rHv37qly9t5777WclSRJkiRJamB1nVH7O2BVjPGpEEI20Ar4R+DdGOMLIYTngeeB39TxfSTVgxgjGzZsYNGiRSxevPicG4J169btnHLWZQ0kSZIkSZKunMsuakMIbYB/DzwLEGM8BZwKIYwCBtacNgdYjUWtlKjPPvuMkpIS5s2bx65du1Lj119/faqcve+++yxnJUmSJEmSElKXGbU3AgeBWSGEvsAm4B+AzjHG/QAxxv0hhE7nuziEMB2YDqfXwJRUv/bv38+CBQuYN28eGzduTI136dKFp59+mnHjxnH//fdbzkqSJEmSJKWBuhS1WUA/4O9jjOtDCL/j9DIHtRJjLAaKAfLz82MdckiqcfToUZYuXcq8efP4wx/+QHV1NQCtW7fmySefZNKkSTz00ENkZmYmnFSSJEmSJElnq0tRuxfYG2NcX/N8CaeL2gMhhK41s2m7At/WNaSkCzt58iRvvPEGJSUlrFixgpMnTwKQnZ3NsGHDmDRpEsOHD6dly5YJJ5UkSZIkSdKFXHZRG2P8awhhTwihT4xxJzAI2F6zFQAv1Dy+Wi9JJaVUV1fzpz/9iZKSEpYsWcKRI0cACCEwcOBAJk6cyFNPPUW7du0STipJkiRJkqTaqMuMWoC/B0pCCNnAF8AUIANYFEKYCuwGxtbxPSTV2L59O3PmzKGkpIRvvvkmNX7nnXcyceJExo8fT/fu3RNMKEmSJEmSpMtRp6I2xvgJkH+eQ4Pq8rqS/qa0tJT58+czZ86cc24K1rNnTyZOnMikSZO45ZZbEkwoSZIkSZKkuqrrjFpJDaCiooKVK1cyZ84cXnvtNSoqKgBo06YN48aN49e//jX9+/cnhJBwUkmSJEmSJNUHi1opTcQY+fjjj5kzZw7z5s3j0KFDAGRkZDB06FAKCgoYNWqUNwWTJEmSJElqgixqpYTt37+fkpIS5syZw7Zt21Ljt956KwUFBUyaNInrrrsuwYSSJEmSJElqaBa1UgLKy8tZvnw5s2fP5s0336S6uhqADh06MHHiRAoKCujXr59LG0iSJEmSJDUTFrXSFRJj5KOPPmLmzJnMnz+fI0eOAJCVlcXIkSMpKChg2LBhZGdnJ5xUkiRJkiRJV5pFrdTAvvvuO0pKSpg5cyabN29Ojffr14+CggImTJjAtddem2BCSZIkSZIkJc2iVmoA1dXV/Nu//RszZ85k6dKlnDx5EoD27dvzzDPPMHXqVG6//faEU0qSJEmSJCldWNRK9WjPnj3Mnj2bWbNm8eWXXwIQQuDRRx9l6tSpjBo1ipycnIRTSpIkSZIkKd1Y1Ep1dOrUKVasWMGMGTN46623UjcG69GjB1OmTGHKlCnccMMNCaeUJEmSJElSOrOolS7T9u3bmTlzJi+99BIHDx4EoEWLFjz11FNMnTqVQYMGkZmZmXBKSZIkSZIkNQYWtdIlKCsrY+HChcycOZMPPvggNX7bbbcxdepUJk+eTMeOHRNMKEmSJEmSpMbIola6iBgj69atY+bMmSxcuJDjx48D0Lp1ayZMmMDUqVO55557CCEknFSSJEmSJEmNlUWtdAGlpaXMmTOHGTNmsGPHjtT4gAEDmDp1KmPHjuXqq69OMKEkSZIkSZKaCota6SwxRt577z2KiopYsmQJp06dAqBz584UFBTw3HPP0adPn4RTSpIkSZIkqamxqJWA7777jhdffJHi4uLU7NkQAkOHDmX69Ok8/vjjtGjRIuGUkiRJkiRJaqosatVsxRhZs2YNRUVFLF68mJMnTwLQpUsXnnvuOaZNm0avXr0STilJkiRJkqTmwKJWzc7hw4d56aWXKCoqYvv27anxRx99lMLCQkaMGOHsWUmSJEmSJF1RFrVqFmKMrFu3jqKiIhYtWkR5eTlweu3ZM7Nnb7zxxoRTSpIkSZIkqbmqc1EbQsgENgLfxBgfDyG0BxYCPYGvgKdjjIfr+j7S5Thy5Ahz586lqKiIbdu2pcYHDx5MYWEhI0eOJDs7O8GEkiRJkiRJUv3MqP0HYAfQpub588C7McYXQgjP1zz/TT28j1QrMUbWr19PUVERCxcu5MSJEwBce+21qdmzvXv3TjilJEmSJEmS9Dd1KmpDCN2A4cA/A/+1ZngUMLBmfw6wGotaXQFHjx5l7ty5FBcXs2XLltT4oEGDmD59OqNHj3b2rCRJkiRJktJSXWfU/i/gfwCtzxrrHGPcDxBj3B9C6HS+C0MI04HpAD169KhjDDVXMUY2bNhAUVERCxYs4IcffgCgY8eOTJkyhb/7u78jLy8v4ZSSJEmSJEnSz7vsojaE8DjwbYxxUwhh4KVeH2MsBooB8vPz4+XmUPN07NgxSkpKKC4u5pNPPkmNP/TQQxQWFjJ69GhycnISTChJkiRJkiTVXl1m1PYHRoYQhgFXAW1CCHOBAyGErjWzabsC39ZHUAlg48aNFBUVMX/+fI4fPw5Ahw4dePbZZ5k+fTq/+MUvEk4oSZIkSZIkXbrLLmpjjL8FfgtQM6P2v8cYJ4cQ/j+gAHih5vHVesipZqysrIx58+ZRXFzMRx99lBr/1a9+RWFhIU888QRXXXVVggklSZIkSZKkuqnrGrXn8wKwKIQwFdgNjG2A91AzsGnTJoqLi5k3bx7ff/89AO3bt6egoIDp06fzy1/+MuGEkiRJkiRJUv2ol6I2xrgaWF2zXwoMqo/XVfPz/fffM3/+fIqKiti0aVNq/MEHH6SwsJAnn3zS2bOSJEmSJElqchpiRq10yT755BOKioooKSmhrKwMgHbt2qVmz958880JJ5QkSZIkSZIajkWtEnP8+HEWLFhAcXExH374YWq8f//+FBYW8tRTT9GyZcsEE0qSJEmSJElXhkWtrrgtW7ZQVFTE3LlzOXbsGABt27bl17/+NdOnT+fWW29NOKEkSZIkSZJ0ZVnU6or44YcfWLRoEUVFRXzwwQep8QceeIDCwkLGjh1Lq1atEkwoSZIkSZIkJceiVg3q008/paioiJdeeokjR44A0KZNG5555hkKCwu5/fbbE04oSZIkSZIkJc+iVvXuxIkTLFmyhKKiItasWZMav/feeyksLGTcuHFcffXVCSaUJEmSJEmS0otFrerNjh07KCoq4sUXX+Tw4cMAtG7dmkmTJlFYWMidd96ZcEJJkiRJkiQpPVnUqk7Ky8t5+eWXKSoq4r333kuN5+fnU1hYyPjx48nNzU0woSRJkiRJkpT+LGp1WXbu3ElxcTFz5syhtLQUgNzcXCZOnEhhYSH9+vVLOKEkSZIkSZLUeFjUqtZOnjzJK6+8QlFREatXr06N33XXXRQWFjJx4kRat26dXEBJkiRJkiSpkbKo1UV9/vnn/Ou//iuzZs3i0KFDALRq1YoJEyZQWFhIfn4+IYSEU0qSJEmSJEmNl0WtzuvEiRO8/PLLzJgxgz/+8Y+p8TvuuIPCwkImTZrENddck2BCSZIkSZIkqemwqNU5PvnkE2bMmMHcuXM5evQocHr27Lhx45g+fTr33Xefs2clSZIkSZKkemZRK44ePcr8+fOZMWMGmzZtSo3fc889TJs2jfHjx9OmTZsEE0qSJEmSJElNm0VtMxVjZM2aNcyYMYNFixZx4sQJANq2bcszzzzD1KlT6du3b8IpJUmSJEmSpObBoraZ+fbbb3nxxReZMWMGO3fuTI0/9NBDTJs2jSeeeIKWLVsmmFCSJEmSJElqfixqm4GqqirefvttZsyYwauvvkplZSUAXbp0YcqUKTz33HP07t074ZSSJEmSJElS82VR24Tt3r2bWbNm8fvf/57du3cDkJGRwYgRI5g2bRrDhg0jK8s/ApIkSZIkSVLSLrulCyF0B14EugDVQHGM8XchhPbAQqAn8BXwdIzxcN2jqjZOnTrFihUrmDFjBm+++SYxRgB69erFtGnTKCgo4Prrr084pSRJkiRJkqSz1WU6ZSXw32KMH4UQWgObQghvA88C78YYXwghPA88D/ym7lH1cz755BNmzZpFSUkJpaWlAGRnZ/Pkk08ybdo0Bg4cSEZGRsIpJUmSJEmSJJ3PZRe1Mcb9wP6a/bIQwg7gemAUMLDmtDnAaixqG8TBgwcpKSlh9uzZbN68OTV+2223MW3aNCZPnkyHDh0STChJkiRJkiSpNuplgdIQQk/gLmA90LmmxCXGuD+E0OkC10wHpgP06NGjPmI0CxUVFaxcuZLZs2fz2muvpW4M1r59eyZOnMiUKVO46667CCEknFSSJEmSJElSbdW5qA0h5AIvA/85xnistgVhjLEYKAbIz8+Pdc3R1G3dupVZs2Yxd+5cDh48CJy+Mdjw4cN59tlnGTFiBDk5OQmnlCRJkiRJknQ56lTUhhBacLqkLYkxLq0ZPhBC6Fozm7Yr8G1dQzZXpaWlzJs3j9mzZ/PRRx+lxm+++WamTJnC5MmT6dq1a4IJJUmSJEmSJNWHyy5qw+mpszOBHTHGfznr0HKgAHih5vHVOiVsZioqKnjrrbeYNWsWy5cvp6KiAoC2bdsyYcIEnn32We655x6XNpAkSZIkSZKakLrMqO0PPANsDSF8UjP2j5wuaBeFEKYCu4GxdYvY9MUY2bBhA3PnzmXBggXnLG0wdOhQnn32WUaNGsVVV12VcFJJkiRJkiRJDeGyi9oY4/vAhaZ1Drrc121OvvjiC0pKSpg7dy6fffZZavyXv/wlBQUFPPPMM1x//fUJJpQkSZIkSZJ0JdT5ZmK6NKWlpSxatIi5c+eydu3a1Hjnzp2ZMGECkydPpl+/fi5tIEmSJEmSJDUjFrVXQHl5Oa+99hpz585l5cqVqXVnW7VqxZgxY5g8eTKDBg0iK8t/HZIkSZIkSVJzZDPYQKqrq3nvvfeYO3cuixcv5ujRo8DpdWeHDBnC5MmTGT16NLm5uQknlSRJkiRJkpQ0i9p6FGNky5YtLFiwgJKSEvbs2ZM61q9fPyZPnsyECRPo0qVLgiklSZIkSZIkpRuL2nqwY8cOFi5cyIIFC9i5c2dqvEePHkyePJlJkyZxyy23JJhQkiRJkiRJUjqzqL1Mf/nLX1Ll7NatW1PjHTt25KmnnmLChAkMGDCAjIyMBFNKkiRJkiRJagwsai/B7t27WbRoEQsXLmTjxo2p8bZt2zJmzBjGjRvHww8/7E3BJEmSJEmSJF0SG8WL+Otf/8rixYtZsGABa9euTY3n5uYyatQoxo8fz6OPPkp2dnaCKSVJkiRJkiQ1Zha153Ho0CGWLl3KggULWL16NTFGAFq2bMnjjz/O+PHjeeyxx2jZsmXCSSVJkiRJkiQ1BRa1Nfbu3cuyZctYunQpf/zjH6murgYgOzubxx57jHHjxjFixAhyc3MTTipJkiRJkiSpqWnWRe2uXbtYunQpS5cuZf369anxFi1a8OijjzJu3DhGjx5N27ZtE0wpSZIkSZIkqalrVkVtjJFt27alytktW7akjrVs2ZKhQ4cyZswYHn/8cctZSZIkSZIkSVdMky9qq6ur2bhxIy+//DJLly5l165dqWNt2rRhxIgRjBkzhiFDhnD11VcnmFSSJEmSJElSc9Uki9rKykref/99li5dyiuvvMLevXtTxzp27Mjo0aMZM2YMDz/8MDk5OQkmlSRJkiRJkqQmVNQeO3aMN998k+XLl7Ny5Uq+++671LFu3boxZswYxowZQ//+/cnKajIfW5IkSZIkSVIT0Kgby6+++ooVK1awYsUKVq9eTUVFRepYXj6oCmQAAAZASURBVF5eqpzNz88nIyMjwaSSJEmSJEmSdGGNqqitrq5mw4YNrFixguXLl7N169bUsYyMDB588EFGjBjByJEj6dOnT4JJJUmSJEmSJKn20r6oPXz4MG+//TYrV65k1apVHDhwIHWsdevWDBkyhJEjRzJs2DA6dOiQYFJJkiRJkiRJujwNVtSGEIYCvwMygRkxxhdqc12MkS1btrBy5UpWrlzJunXrqKqqSh3v0aMHI0eOZMSIEfzqV7/yZmCSJEmSJEmSGr0GKWpDCJnA/wYeAfYCG0IIy2OM2893flVVFUuXLmXlypW88cYb7Nu3728Bs7IYOHAgw4YN47HHHuPWW28lhNAQsSVJkiRJkiQpESHGWP8vGsIDwP8TYxxS8/y3ADHG//cC558TomvXrqlidvDgwVxzzTX1nlGSJEmSJEmSGkIIYVOMMf9SrmmopQ+uB/ac9XwvcN/ZJ4QQpgPTzzwfMGAAw4YNY9iwYdxxxx3OmpUkSZIkSZLUbDRUUXu+lvWcWbMxxmKgGOCuu+6K7733XgNFkSRJkiRJkqT0ltFAr7sX6H7W827AvgucS2ZmZgPFkCRJkiRJkqT011BF7QYgL4TQK4SQDYwHljfQe0mSJEmSJElSo9YgSx/EGCtDCP8ReBPIBH4fY/y0Id5LkiRJkiRJkhq7hlqjlhjjSmBlQ72+JEmSJEmSJDUVDbX0gSRJkiRJkiSplkKMMekMhBDKgJ1J55DUKHQEDiUdQlKj4PeFpNry+0JSbfl9Iam2+sQYW1/KBQ229MEl2hljzE86hKT0F0LY6PeFpNrw+0JSbfl9Iam2/L6QVFshhI2Xeo1LH0iSJEmSJElSwixqJUmSJEmSJClh6VLUFicdQFKj4feFpNry+0JSbfl9Iam2/L6QVFuX/H2RFjcTkyRJkiRJkqTmLF1m1EqSJEmSJElSs5V4URtCGBpC2BlC2BVCeD7pPJLSUwihewjh30IIO0IIn4YQ/iHpTJLSVwghM4TwcQjhtaSzSEpfIYS2IYQlIYQ/1/wd44GkM0lKTyGE/1Lzc8i2EML8EMJVSWeSlB5CCL8PIXwbQth21lj7EMLbIYTPax7b1ea1Ei1qQwiZwP8GHgNuASaEEG5JMpOktFUJ/LcY483A/cB/8PtC0s/4B2BH0iEkpb3fAatijL8E+uL3hqTzCCFcD/wnID/GeBuQCYxPNpWkNDIbGPqjseeBd2OMecC7Nc8vKukZtfcCu2KMX8QYTwELgFEJZ5KUhmKM+2OMH9Xsl3H6B6nrk00lKR2FELoBw4EZSWeRlL5CCG2Afw/MBIgxnooxHkk2laQ0lgW0DCFkAa2AfQnnkZQmYox/Ar770fAoYE7N/hxgdG1eK+mi9npgz1nP92LxIukiQgg9gbuA9ckmkZSm/hfwP4DqpINISms3AgeBWTVLpcwIIVyddChJ6SfG+A3wP4HdwH7gaIzxrWRTSUpznWOM++H0xDOgU20uSrqoDecZi1c8haRGI4SQC7wM/OcY47Gk80hKLyGEx4FvY4ybks4iKe1lAf2A/xtjvAs4Ti1/LVFS81KztuQooBdwHXB1CGFysqkkNUVJF7V7ge5nPe+Gvz4g6QJCCC04XdKWxBiXJp1HUlrqD4wMIXzF6SWVHg4hzE02kqQ0tRfYG2M88xs6Szhd3ErSjw0GvowxHowxVgBLgX+XcCZJ6e1ACKErQM3jt7W5KOmidgOQF0LoFULI5vRi3MsTziQpDYUQAqfXkNsRY/yXpPNISk8xxt/GGLvFGHty+u8Vf4gxOuNF0k/EGP8K7Akh9KkZGgRsTzCSpPS1G7g/hNCq5ueSQXjzQUk/bzlQULNfALxam4uyGixOLcQYK0MI/xF4k9N3Tfx9jPHTJDNJSlv9gWeArSGET2rG/jHGuDLBTJIkqXH7e6CkZtLIF8CUhPNISkMxxvUhhCXAR0Al8DFQnGwqSekihDAfGAh0DCHsBf4JeAFYFEKYyun/2TO2Vq8Vo0vCSpIkSZIkSVKSkl76QJIkSZIkSZKaPYtaSZIkSZIkSUqYRa0kSZIkSZIkJcyiVpIkSZIkSZISZlErSZIkSZIkSQmzqJUkSZIkSZKkhFnUSpIkSZIkSVLCLGolSZIkSZIkKWH/P1LD/1LfRt09AAAAAElFTkSuQmCC\n",
"text/plain": "<Figure size 1728x432 with 1 Axes>"
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
]
}
},
"7e218b3906c843e4bfb41e763df5a3ca": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "IntSliderModel",
"state": {
"description": "num_harmonics",
"layout": "IPY_MODEL_06f4043ae55f4d74a0f49057886862b4",
"max": 15,
"style": "IPY_MODEL_99c764332dbb488e9730c56ab8fe8891",
"value": 5
}
},
"7e2d6aad95464f6cb212608086d4bdbd": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_97679519a60d4d799845a5b5169ba66d",
"IPY_MODEL_c15f8a3a18fe49e5b58b7693042400d9",
"IPY_MODEL_7875efaba23a4289b93385e1abbc9469"
],
"layout": "IPY_MODEL_81a5cfa432dd447aa423a478411cf28a"
}
},
"7e4e8f667fc64b8486b9f173d8a693e2": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "VBoxModel",
"state": {
"_dom_classes": [
"widget-interact"
],
"children": [
"IPY_MODEL_d30d5c16d8bd489d9d287f4775b2e5cf",
"IPY_MODEL_4fbb63f0779a4160bd9e45e1ab35ca5a"
],
"layout": "IPY_MODEL_e5a58e9f8bdb445e8975c4f970c5b376"
}
},
"7e86225589f3491dbb4699f44ae6e3c8": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"7ea95f8a4b804b398db47465b133fcab": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"7fd599e2b9934c0a9ea20daea77feb05": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"8005581bddaa4e3295a432b04aad7954": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"808c20edbe1c4d5dbb1fdc8c3f1cd63b": {
"model_module": "@jupyter-widgets/controls",
"model_module_version": "1.5.0",
"model_name": "SliderStyleModel",
"state": {
"description_width": ""
}
},
"81a5cfa432dd447aa423a478411cf28a": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"81bffe51cc19475d87a143c0c32f2708": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"81c75dbab9474a3499e756adaac72eb8": {
"model_module": "@jupyter-widgets/base",
"model_module_version": "1.2.0",
"model_name": "LayoutModel",
"state": {}
},
"81d4a0a81c0046de8053604776d2d6c4": {
"model_module": "@jupyter-widgets/output",
"model_module_version": "1.0.0",
"model_name": "OutputModel",
"state": {
"layout": "IPY_MODEL_8a4fb1c0e4524f15979f6523647dc6c8",
"outputs": [
{
"data": {
"text/html": "\n <audio controls=\"controls\" >\n <source src=\"data:audio/wav;base64,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
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment