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deep_learning

Deep Learning Resources and Tutorials using Keras and Lasagne

deeplearn-theory

Topics on theoretical, mathematical aspects of DL

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeplearningbook

MIT Deep Learning Book in PDF format

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningbook-readingnotes

DeepLearningBook 读书会笔记及讲义

discogan-pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

dl-setup

Instructions for setting up the software on your deep learning machine

dl-to-rank

Learning to Rank with Deep Neural Networks

dl_course

dlbook_exercises

Exercises for the Deep Learning textbook at www.deeplearningbook.org

e2e-model-learning

Task-based end-to-end model learning

env_config

file

Reference Files

foundations_for_deep_learning

Building a scalable foundation for deep learning

freezeout

Accelerate Neural Net Training by Progressively Freezing Layers

functional-zoo

PyTorch and Tensorflow functional model definitions

gan-tensorflow

Implementation of GAN in tensorflow

generative_adversarial_networks_pytorch

(PyTorch) Implementations of GAN, Improved GAN, DCGAN, LAPGAN, and InfoGAN in PyTorch

gym_torcs

ictclas_python_wrapper

Python Wrapper for ICTCLAS

imdb-lstm-tutorial

In this tutorial I use an LSTM and Keras/Theano to predict sentiment on the IMDB dataset.

jieba

结巴中文分词

jupyter-themes

Custom Jupyter Notebook Themes

kaggle-cli

An unofficial Kaggle command line tool.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-cnn-qa

Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"

keras-tutorial

Tutorial teaching the basics of Keras and some deep learning concepts

keras1.2.2