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Update layers_overview.ipynb
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ASEM000 committed Aug 3, 2023
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47 changes: 23 additions & 24 deletions docs/notebooks/layers_overview.ipynb
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"# 📙 `serket.nn` layers overview\n",
"\n",
"\n",
"<table style=\"border:5px solid\">\n",
"<table style=\"border:1px solid\">\n",
"\n",
"<tr>\n",
"\n",
"<td style=\"border:2px solid\" align=\"center\">\n",
"<td style=\"border:1px solid\" align=\"center\">\n",
"\n",
"[Linear](https://serket.readthedocs.io/en/latest/API/linear.html)\n",
"\n",
"</td>\n",
"\n",
"<td style=\"border:2px solid\">\n",
"<td style=\"border:1px solid border-color:red\">\n",
"\n",
"- `Linear`, `Multilinear`, `GeneralLinear`\n",
"- `Identity`\n",
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"\n",
"<tr>\n",
"\n",
"<td style=\"border:2px solid\" align=\"center\">\n",
"<td style=\"border:1px solid\" align=\"center\">\n",
"\n",
"[Convolution](https://serket.readthedocs.io/en/latest/API/convolution.html)\n",
"\n",
"</td>\n",
"\n",
"<td style=\"border:2px solid\">\n",
"<td style=\"border:1px solid\">\n",
"\n",
"- `{Conv,FFTConv}{1D,2D,3D}`\n",
"- `{Conv,FFTConv}{1D,2D,3D}Transpose`\n",
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"\n",
"<tr>\n",
"\n",
"<td style=\"border:2px solid\" align=\"center\">\n",
"<td style=\"border:1px solid\" align=\"center\">\n",
"\n",
"[Containers](https://serket.readthedocs.io/en/latest/API/containers.html)\n",
"\n",
"</td>\n",
"\n",
"<td style=\"border:2px solid\">\n",
"<td style=\"border:1px solid\">\n",
"\n",
"- `Sequential`, `RandomApply`\n",
"</td>\n",
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"\n",
"<tr>\n",
"\n",
"<td style=\"border:2px solid\" align=\"center\">\n",
"<td style=\"border:1px solid\" align=\"center\">\n",
"\n",
"[Pooling](https://serket.readthedocs.io/en/latest/API/pooling.html)\n",
"\n",
"</td>\n",
"\n",
"<td style=\"border:2px solid\">\n",
"<td style=\"border:1px solid\">\n",
"\n",
"- `{Avg,Max,LP}Pool{1D,2D,3D}`\n",
"- `Global{Avg,Max}Pool{1D,2D,3D}`\n",
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"\n",
"<tr>\n",
"\n",
"<td style=\"border:2px solid\" align=\"center\">\n",
"<td style=\"border:1px solid\" align=\"center\">\n",
"\n",
"[Reshaping](https://serket.readthedocs.io/en/latest/API/reshaping.html)\n",
"\n",
"</td>\n",
"\n",
"<td style=\"border:2px solid\">\n",
"<td style=\"border:1px solid\">\n",
"\n",
"- `Flatten`, `Unflatten`\n",
"- `Repeat{1D,2D,3D}`\n",
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"\n",
"<tr>\n",
"\n",
"<td style=\"border:2px solid\" align=\"center\">\n",
"<td style=\"border:1px solid\" align=\"center\">\n",
"\n",
"[Normalization](https://serket.readthedocs.io/en/latest/API/normalization.html)\n",
"\n",
"</td>\n",
"\n",
"<td style=\"border:2px solid\">\n",
"<td style=\"border:1px solid\">\n",
"\n",
"- `{Layer,Instance,Group,Batch}Norm`\n",
"\n",
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"\n",
"<tr>\n",
"\n",
"<td style=\"border:2px solid\" align=\"center\">\n",
"<td style=\"border:1px solid\" align=\"center\">\n",
"\n",
"[Image](https://serket.readthedocs.io/en/latest/API/image.html#)\n",
"\n",
"</td>\n",
"\n",
"<td style=\"border:2px solid\">\n",
"<td style=\"border:1px solid\">\n",
"\n",
"- `{Avg,Gaussian}Blur2D`\n",
"- `{Filter,FFTFilter}2D`\n",
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"\n",
"<tr>\n",
"\n",
"<td style=\"border:2px solid\" align=\"center\">\n",
"<td style=\"border:1px solid\" align=\"center\">\n",
"\n",
"[Dropout](https://serket.readthedocs.io/en/latest/API/dropout.html)\n",
"\n",
"</td>\n",
"\n",
"<td style=\"border:2px solid\">\n",
"<td style=\"border:1px solid\">\n",
"\n",
"- `Dropout`\n",
"- `Dropout{1D,2D,3D}`\n",
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"\n",
"<tr>\n",
"\n",
"<td style=\"border:2px solid\" align=\"center\">\n",
"<td style=\"border:1px solid\" align=\"center\">\n",
"\n",
"[Activations](https://serket.readthedocs.io/en/latest/API/activations.html)\n",
"\n",
"</td>\n",
"\n",
"<td style=\"border:2px solid\">\n",
"<td style=\"border:1px solid\">\n",
"\n",
"- `Adaptive{LeakyReLU,ReLU,Sigmoid,Tanh}`\n",
"- `CeLU`,`ELU`,`GELU`,`GLU`\n",
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"\n",
"<tr>\n",
"\n",
"<td style=\"border:2px solid\" align=\"center\">\n",
"<td style=\"border:1px solid\" align=\"center\">\n",
"\n",
"[Recurrent](https://serket.readthedocs.io/en/latest/API/recurrent.html)\n",
"\n",
"</td>\n",
"\n",
"<td style=\"border:2px solid\">\n",
"<td style=\"border:1px solid\">\n",
"\n",
"- `{Dense,SimpleRNN,LSTM,GRU}Cell`\n",
"- `{Conv,FFTConv}{LSTM,GRU}{1D,2D,3D}Cell`\n",
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},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 3,
"metadata": {},
"outputs": [
{
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" out_features=5, \n",
" weight_init=he_normal, \n",
" bias_init=ones, \n",
" dtype=<class 'jax.numpy.float16'>, \n",
" weight=f16[10,5](μ=0.08, σ=0.43, ∈[-1.01,0.87]), \n",
" bias=f16[5](μ=1.00, σ=0.00, ∈[1.00,1.00])\n",
")"
]
},
"execution_count": 7,
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
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