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reflechant/numpy-tutorial.ipynb

Created September 3, 2020 19:54
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Numpy and plotting basics
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plot-format.ipynb
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"source": [
"import numpy as np\n",
"import scipy.signal as sig\n",
"import plotly.graph_objects as go"
]
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{
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},
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},
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},
"line": {
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},
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},
"layout": {
"annotationdefaults": {
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},
"coloraxis": {
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"colorway": [
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],
"font": {
"color": "#2a3f5f"
},
"geo": {
"bgcolor": "white",
"lakecolor": "white",
"landcolor": "#E5ECF6",
"showlakes": true,
"showland": true,
"subunitcolor": "white"
},
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"align": "left"
},
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"style": "light"
},
"paper_bgcolor": "white",
"plot_bgcolor": "#E5ECF6",
"polar": {
"angularaxis": {
"gridcolor": "white",
"linecolor": "white",
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},
"bgcolor": "#E5ECF6",
"radialaxis": {
"gridcolor": "white",
"linecolor": "white",
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}
},
"scene": {
"xaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
},
"yaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
},
"zaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
}
},
"shapedefaults": {
"line": {
"color": "#2a3f5f"
}
},
"ternary": {
"aaxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"baxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"bgcolor": "#E5ECF6",
"caxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
}
},
"title": {
"x": 0.05
},
"xaxis": {
"automargin": true,
"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
},
"yaxis": {
"automargin": true,
"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
}
}
},
"xaxis": {
"title": {
"text": "ось абсцисс"
}
},
"yaxis": {
"title": {
"text": "ось ординат"
}
}
}
}
},
"metadata": {}
}
],
"source": [
"x = np.linspace(0,np.pi*10,1000)\n",
"y = np.sin(x)\n",
"sups = sig.argrelmax(y, order=np.int(np.pi*2))[0]\n",
"infs = sig.argrelmin(y, order=np.int(np.pi*2))[0]\n",
"\n",
"\n",
"fig = go.Figure()\n",
"fig.add_trace(go.Scatter(x=x, y=y, mode='lines', name='синус'))\n",
"fig.add_trace(go.Scatter(x=x[sups], y=y[sups], mode='markers', name='максимумы'))\n",
"fig.add_trace(go.Scatter(x=x[infs], y=y[infs], mode='markers', name='минимумы'))\n",
"fig.update_layout(legend_title_text='Легенда')\n",
"fig.update_xaxes(title_text='ось абсцисс')\n",
"fig.update_yaxes(title_text='ось ординат')\n",
"fig.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
]
}
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