├── .gitignore ├── ODSC_Deep_Learning_2017.ipynb ├── Plotting.ipynb ├── README.md ├── __init__.py ├── helpers.py ├── img ├── CNN_architecture.jpg ├── MNIST_performance.png ├── andersbll.png ├── bengio.png ├── drop_connect.png ├── dropout.png ├── encoder_decoder_architecture.jpg ├── gradient_descent.png ├── language_translation.png ├── neural_net_4_a_grad.png ├── neural_net_4_b_grad.png ├── neural_net_4_c_grad.png ├── neural_net_4_final_prediction.png ├── neural_net_4_first_layer.png ├── neural_net_4_first_sigmoid.png ├── neural_net_4_loss.png ├── neural_net_4_loss_grad.png ├── neural_net_4_prediction_grad.png ├── neural_net_4_second_layer.png ├── neural_net_basic.png ├── neuron_illustration_backprop.png ├── object_detection.jpg ├── professional_headshot.png ├── sigmoid_deriv_trask.png ├── work.png └── xor.png └── neural_net.py /.gitignore: -------------------------------------------------------------------------------- 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