Apr 27

Learn Deep Learning by Examples from the book : Deep Learning with Python

Reference:
https://github.com/fchollet/deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Book Link: https://www.manning.com/books/deep-learning-with-python?a_aid=keras&a_bid=76564dff

You might want to search Google if the publisher/author published the book for free online viewing. Sometimes authors do that.

Type Name Latest commit message Commit time
2.1-a-first-look-at-a-neural-network.ipynb Add notebooks 2 years ago
3.5-classifying-movie-reviews.ipynb Add notebooks 2 years ago
3.6-classifying-newswires.ipynb Add notebooks 2 years ago
3.7-predicting-house-prices.ipynb typos 2 years ago
4.4-overfitting-and-underfitting.ipynb typos 2 years ago
5.1-introduction-to-convnets.ipynb Add notebooks 2 years ago
5.2-using-convnets-with-small-datasets.ipynb typos 2 years ago
5.3-using-a-pretrained-convnet.ipynb Add notebooks 2 years ago
5.4-visualizing-what-convnets-learn.ipynb typos 2 years ago
6.1-one-hot-encoding-of-words-or-characters.ipynb typos 2 years ago
6.1-using-word-embeddings.ipynb typos 2 years ago
6.2-understanding-recurrent-neural-networks.ipynb Add notebooks 2 years ago
6.3-advanced-usage-of-recurrent-neural-networks.ipynb typos 2 years ago
6.4-sequence-processing-with-convnets.ipynb Update 6.4 2 years ago
8.1-text-generation-with-lstm.ipynb Add notebooks 2 years ago
8.2-deep-dream.ipynb Add notebooks 2 years ago
8.3-neural-style-transfer.ipynb Add notebooks 2 years ago
8.4-generating-images-with-vaes.ipynb Edit documentation 2 years ago
8.5-introduction-to-gans.ipynb Add notebooks 2 years ago
LICENSE Initial commit 2 years ago
README.md Add nbviewer links to READE 2 years ago

"This repository contains Jupyter notebooks implementing the code samples found in the book Deep Learning with Python (Manning Publications). "

"These notebooks use Python 3.6 and Keras 2.0.8. "