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@danibene
Created May 31, 2023 01:21
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nk_pr_835.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"authorship_tag": "ABX9TyOpvMeldEafrmTwt7HeDKQx",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/danibene/194cf6e594ad31f3efeb3b0eee7781a7/nk_pr_835.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "MCL4pxHW6ipl",
"outputId": "5e1231f9-9e84-4fa9-e93b-4e747002fe74"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting git+https://github.com/danibene/NeuroKit.git@fix/ppg_simulate_interpolate\n",
" Cloning https://github.com/danibene/NeuroKit.git (to revision fix/ppg_simulate_interpolate) to /tmp/pip-req-build-sw53565c\n",
" Running command git clone --filter=blob:none --quiet https://github.com/danibene/NeuroKit.git /tmp/pip-req-build-sw53565c\n",
" Running command git checkout -b fix/ppg_simulate_interpolate --track origin/fix/ppg_simulate_interpolate\n",
" Switched to a new branch 'fix/ppg_simulate_interpolate'\n",
" Branch 'fix/ppg_simulate_interpolate' set up to track remote branch 'fix/ppg_simulate_interpolate' from 'origin'.\n",
" Resolved https://github.com/danibene/NeuroKit.git to commit 68914405c22d0d5c4ffe8856e0345e895f80b100\n",
" Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
" Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
" Installing backend dependencies ... \u001b[?25l\u001b[?25hdone\n",
" Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
"Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from neurokit2==0.2.5) (1.22.4)\n",
"Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from neurokit2==0.2.5) (1.5.3)\n",
"Requirement already satisfied: scipy in /usr/local/lib/python3.10/dist-packages (from neurokit2==0.2.5) (1.10.1)\n",
"Requirement already satisfied: scikit-learn>=1.0.0 in /usr/local/lib/python3.10/dist-packages (from neurokit2==0.2.5) (1.2.2)\n",
"Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (from neurokit2==0.2.5) (3.7.1)\n",
"Requirement already satisfied: joblib>=1.1.1 in /usr/local/lib/python3.10/dist-packages (from scikit-learn>=1.0.0->neurokit2==0.2.5) (1.2.0)\n",
"Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from scikit-learn>=1.0.0->neurokit2==0.2.5) (3.1.0)\n",
"Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->neurokit2==0.2.5) (1.0.7)\n",
"Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib->neurokit2==0.2.5) (0.11.0)\n",
"Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->neurokit2==0.2.5) (4.39.3)\n",
"Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->neurokit2==0.2.5) (1.4.4)\n",
"Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->neurokit2==0.2.5) (23.1)\n",
"Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->neurokit2==0.2.5) (8.4.0)\n",
"Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->neurokit2==0.2.5) (3.0.9)\n",
"Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib->neurokit2==0.2.5) (2.8.2)\n",
"Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->neurokit2==0.2.5) (2022.7.1)\n",
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib->neurokit2==0.2.5) (1.16.0)\n",
"Building wheels for collected packages: neurokit2\n",
" Building wheel for neurokit2 (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for neurokit2: filename=neurokit2-0.2.5-py2.py3-none-any.whl size=1262219 sha256=a656c35bda28ad5cbfa1b9ce9f9ef7811761622cb41f215984e21f8a42547d6a\n",
" Stored in directory: /tmp/pip-ephem-wheel-cache-ngltqp2i/wheels/81/0b/b8/bc00bc18ad3cd0dcf72f748689c068c3db3d3fa31640507c54\n",
"Successfully built neurokit2\n",
"Installing collected packages: neurokit2\n",
"Successfully installed neurokit2-0.2.5\n"
]
}
],
"source": [
"!pip install git+https://github.com/danibene/NeuroKit.git@fix/ppg_simulate_interpolate"
]
},
{
"cell_type": "code",
"source": [
"import numpy as np\n",
"import neurokit2 as nk\n",
"import matplotlib.pyplot as plt"
],
"metadata": {
"id": "4q9p7ebt6jrn"
},
"execution_count": 2,
"outputs": []
},
{
"cell_type": "code",
"source": [
"duration = 30\n",
"sampling_rate = 25\n",
"heart_rate = 50\n",
"frequency_modulation = 0.1\n",
"random_state = 42\n",
"random_state_distort = 42\n",
"duration = 20\n",
"sampling_rate = 25\n",
"heart_rate = 120\n",
"frequency_modulation = 0.4\n",
"ppg = nk.ppg_simulate(\n",
" duration=duration, sampling_rate=sampling_rate, heart_rate=heart_rate, frequency_modulation=frequency_modulation, random_state=random_state, random_state_distort=random_state_distort\n",
" )\n"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "ALNlOV7TQ2HR",
"outputId": "02bdee4a-338f-479c-bd2d-48f4777b98c3"
},
"execution_count": 21,
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"/usr/local/lib/python3.10/dist-packages/neurokit2/signal/signal_interpolate.py:116: NeuroKitWarning: Duplicate x values detected. Averaging their corresponding y values.\n",
" warn(\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"signals, info = nk.ppg_process(ppg, sampling_rate=sampling_rate)"
],
"metadata": {
"id": "XGHr5wCMXkmm"
},
"execution_count": 23,
"outputs": []
},
{
"cell_type": "code",
"source": [
"fig = nk.ppg_plot(signals, sampling_rate=sampling_rate)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 492
},
"id": "7fOd2pubY9ni",
"outputId": "566d655d-5bcc-4a4c-e702-7065b8940462"
},
"execution_count": 25,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
]
}
]
}
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