├── 01-Fundamentals.ipynb ├── 02-Variables_Gradients.ipynb ├── 03-Linear regression.ipynb ├── 04-Logistic Regression.ipynb ├── 05-NeuralNetworkSigmoid.ipynb ├── 06-NeuralNetworkReLU.ipynb ├── 07-NeuralNetworkAddLayers.ipynb ├── 08-ConvNet.ipynb ├── 09-RNN.ipynb ├── 10-LSTM.ipynb ├── LSTM Equations .png ├── LSTM.png ├── README.md ├── cnn.py ├── fnn.py ├── linear-regression.py ├── logistic-regression.py ├── lstm.py └── rnn.py /01-Fundamentals.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MagaliDrumare/How-to-learn-PyTorch-NN-CNN-RNN-LSTM/HEAD/01-Fundamentals.ipynb -------------------------------------------------------------------------------- /02-Variables_Gradients.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MagaliDrumare/How-to-learn-PyTorch-NN-CNN-RNN-LSTM/HEAD/02-Variables_Gradients.ipynb 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