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Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/cnn/cnn-resnet101-cifar10.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/cnn/cnn-resnet152-celeba.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/cnn/cnn-resnet152-celeba.ipynb
	https://github.com/CoderStitch/deeplearning-models#network-in-network
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/cnn/nin-cifar10.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/cnn/nin-cifar10.ipynb
	https://github.com/CoderStitch/deeplearning-models#normalization-layers
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/cnn/nin-cifar10_batchnorm.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/cnn/nin-cifar10_batchnorm.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/cnn/nin-cifar10_filter-response-norm.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/cnn/nin-cifar10_filter-response-norm.ipynb
	https://github.com/CoderStitch/deeplearning-models#metric-learning
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/tensorflow1_ipynb/metric/siamese-1.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/tensorflow1_ipynb/metric/siamese-1.ipynb
	https://github.com/CoderStitch/deeplearning-models#autoencoders
	https://github.com/CoderStitch/deeplearning-models#fully-connected-autoencoders
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/tensorflow1_ipynb/autoencoder/ae-basic.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/tensorflow1_ipynb/autoencoder/ae-basic.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-basic.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-basic.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/tensorflow1_ipynb/autoencoder/ae-basic-with-rf.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/tensorflow1_ipynb/autoencoder/ae-basic.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-basic-with-rf.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-basic.ipynb
	https://github.com/CoderStitch/deeplearning-models#convolutional-autoencoders
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/tensorflow1_ipynb/autoencoder/ae-deconv.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/tensorflow1_ipynb/autoencoder/ae-deconv.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-deconv.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-deconv.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-deconv-jaccard.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-deconv-jaccard.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-deconv-nopool.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-deconv-nopool.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/tensorflow1_ipynb/autoencoder/ae-conv-nneighbor.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/tensorflow1_ipynb/autoencoder/ae-conv-nneighbor.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-conv-nneighbor.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-conv-nneighbor.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-conv-nneighbor-celeba.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-conv-nneighbor-celeba.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-conv-nneighbor-quickdraw-1.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-conv-nneighbor-quickdraw-1.ipynb
	https://github.com/CoderStitch/deeplearning-models#variational-autoencoders
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-var.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-var.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-conv-var.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-conv-var.ipynb
	https://github.com/CoderStitch/deeplearning-models#conditional-variational-autoencoders
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-cvae.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-cvae.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-cvae_no-out-concat.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-cvae_no-out-concat.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-cnn-cvae.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-cnn-cvae.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-cnn-cvae_no-out-concat.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/autoencoder/ae-cnn-cvae_no-out-concat.ipynb
	https://github.com/CoderStitch/deeplearning-models#generative-adversarial-networks-gans
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/tensorflow1_ipynb/gan/gan.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/tensorflow1_ipynb/gan/gan.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/gan/gan.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/gan/gan.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/gan/wgan-1.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/gan/wgan-1.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/tensorflow1_ipynb/gan/gan-conv.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/tensorflow1_ipynb/gan/gan-conv.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/gan/gan-conv.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/gan/gan-conv.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/tensorflow1_ipynb/gan/gan-conv-smoothing.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/tensorflow1_ipynb/gan/gan-conv-smoothing.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/gan/gan-conv-smoothing.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/gan/gan-conv-smoothing.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/gan/dc-wgan-1.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/gan/dc-wgan-1.ipynb
	https://github.com/CoderStitch/deeplearning-models#graph-neural-networks-gnns
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/gnn/gnn-basic-1.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/gnn/gnn-basic-1.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/gnn/gnn-basic-edge-1.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/gnn/gnn-basic-edge-1.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/gnn/gnn-basic-graph-spectral-1.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/gnn/gnn-basic-graph-spectral-1.ipynb
	https://github.com/CoderStitch/deeplearning-models#recurrent-neural-networks-rnns
	https://github.com/CoderStitch/deeplearning-models#many-to-one-sentiment-analysis--classification
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_simple_imdb.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_simple_imdb.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_simple_packed_imdb.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_simple_packed_imdb.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_lstm_packed_imdb.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_lstm_packed_imdb.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_lstm_packed_imdb-glove.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_lstm_packed_imdb-glove.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_lstm_packed_own_csv_imdb.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_lstm_packed_own_csv_imdb.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_gru_packed_imdb.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_gru_packed_imdb.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_gru_packed_imdb.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_gru_packed_imdb.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_bi_multilayer_lstm_own_csv_agnews.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_bi_multilayer_lstm_own_csv_agnews.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_bi_multilayer_lstm_own_csv_yelp-polarity.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_bi_multilayer_lstm_own_csv_yelp-polarity.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_bi_multilayer_lstm_own_csv_amazon-polarity.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_bi_multilayer_lstm_own_csv_amazon-polarity.ipynb
	https://github.com/CoderStitch/deeplearning-models#many-to-many--sequence-to-sequence
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/char_rnn-charlesdickens.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/char_rnn-charlesdickens.ipynb
	https://github.com/CoderStitch/deeplearning-models#ordinal-regression
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/ordinal/ordinal-cnn-coral-afadlite.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/ordinal/ordinal-cnn-coral-afadlite.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/ordinal/ordinal-cnn-niu-afadlite.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/ordinal/ordinal-cnn-niu-afadlite.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/ordinal/ordinal-cnn-beckham2016-afadlite.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/ordinal/ordinal-cnn-beckham2016-afadlite.ipynb
	https://github.com/CoderStitch/deeplearning-models#tips-and-tricks
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/tricks/cyclical-learning-rate.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/tricks/cyclical-learning-rate.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/tricks/cnn-alexnet-cifar10-batchincrease.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/tricks/cnn-alexnet-cifar10-batchincrease.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/tricks/gradclipping_mlp.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/tricks/gradclipping_mlp.ipynb
	https://github.com/CoderStitch/deeplearning-models#transfer-learning
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/transfer/transferlearning-vgg16-cifar10-1.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/transfer/transferlearning-vgg16-cifar10-1.ipynb
	https://github.com/CoderStitch/deeplearning-models#pytorch-workflows-and-mechanics
	https://github.com/CoderStitch/deeplearning-models#custom-datasets
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-dataloader-png/custom-dataloader-example.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-dataloader-png/custom-dataloader-example.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader-csv.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader-csv.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader-celeba.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader-celeba.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader-quickdraw.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader-quickdraw.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader-svhn.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader-svhn.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader-afad.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader-afad.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader_dating-historical-color-images.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/custom-data-loader_dating-historical-color-images.ipynb
	https://github.com/CoderStitch/deeplearning-models#training-and-preprocessing
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/validation-splits.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/validation-splits.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/cnn/cnn-resnet34-cifar10-pinmem.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/cnn/cnn-resnet34-cifar10-pinmem.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/cnn/cnn-standardized.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/cnn/cnn-standardized.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/torchvision-transform-examples.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/torchvision-transform-examples.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/char_rnn-charlesdickens.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/char_rnn-charlesdickens.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_lstm_packed_own_csv_imdb.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/rnn/rnn_lstm_packed_own_csv_imdb.ipynb
	https://github.com/CoderStitch/deeplearning-models#parallel-computing
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/cnn/cnn-vgg16-celeba-data-parallel.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/cnn/cnn-vgg16-celeba-data-parallel.ipynb
	https://github.com/CoderStitch/deeplearning-models#other
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/mlp-sequential.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/mlp-sequential.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/cnn-weight-sharing.ipynb
Nbviewer	https://nbviewer.jupyter.org/github/rasbt/deeplearning-models/blob/master/pytorch_ipynb/mechanics/cnn-weight-sharing.ipynb
GitHub	https://github.com/CoderStitch/deeplearning-models/blob/master/pytorch_ipynb/mechanics/plot-jupyter-matplotlib.ipynb
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	https://github.com/CoderStitch/deeplearning-models#autograd
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