├── Neural_networks_with_keras.ipynb ├── Neural_networks_with_keras_solved.ipynb ├── README.md ├── convolution.ipynb ├── figures ├── activation.png ├── chainrule.png ├── deeper.png ├── descent.png ├── dropout.png ├── filter.png ├── graph.png ├── landscape.png ├── lasso.png ├── local.png ├── logistic.png ├── neuralnet.png ├── overfitting.png ├── perceptron.png ├── power.png └── universal.png ├── images ├── cnn.jpeg ├── conv_layer.gif ├── maxpool.jpeg ├── neural_net2.jpeg └── pool.jpeg ├── keras.ipynb ├── logistic.ipynb ├── perceptron.ipynb └── recurrent.ipynb /Neural_networks_with_keras.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCIDataScienceInitiative/LearningWithPython/HEAD/Neural_networks_with_keras.ipynb -------------------------------------------------------------------------------- /Neural_networks_with_keras_solved.ipynb: -------------------------------------------------------------------------------- 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