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this repository accompanies my forthcoming book "Grokking Deep Learning"
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.ipynb_checkpoints saved Nov 2, 2018
tasksv11 Chapter 11 Jun 13, 2018
.gitignore
Chapter10 - Intro to Convolutional Neural Networks - Learning Edges and Corners.ipynb
Chapter11 - Intro to Word Embeddings - Neural Networks that Understand Language.ipynb
Chapter12 - Intro to Recurrence - Predicting the Next Word.ipynb
Chapter13 - Intro to Automatic Differentiation - Let's Build A Deep Learning Framework.ipynb renamed notebooks Nov 2, 2018
Chapter14 - Exploding Gradients Examples.ipynb
Chapter14 - Intro to LSTMs - Learn to Write Like Shakespeare.ipynb renamed notebooks Nov 2, 2018
Chapter14 - Intro to LSTMs - Part 2 - Learn to Write Like Shakespeare.ipynb
Chapter15 - Intro to Federated Learning - Deep Learning on Unseen Data.ipynb
Chapter3 - Forward Propagation - Intro to Neural Prediction.ipynb
Chapter4 - Gradient Descent - Intro to Neural Learning.ipynb ch3 Nov 2, 2018
Chapter5 - Generalizing Gradient Descent - Learning Multiple Weights at a Time.ipynb ch3 Nov 2, 2018
Chapter6 - Intro to Backpropagation - Building Your First DEEP Neural Network.ipynb
Chapter8 - Intro to Regularization - Learning Signal and Ignoring Noise.ipynb ch3 Nov 2, 2018
Chapter9 - Intro to Activation Functions - Modeling Probabilities.ipynb renamed notebooks Nov 2, 2018
MNISTPreprocessor.ipynb
README.md Update README.md Nov 2, 2018
docker-compose.yml
floyd.yml Create floyd.yml Aug 25, 2018
ham.txt chapter 15 code Aug 23, 2018
labels.txt
reviews.txt
shakespear.txt
spam.txt chapter 15 code Aug 23, 2018
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