ljdawn

Attention-OCR

Visual Attention based OCR

chatbot-zh-torch7

中文Neural conversational model in Torch

chineseNER

data-structures-questions

golang sorting algorithm and data construction.

deep-learning-demo

记录小润学习的深度学习例子，首先是 Caffe、TensorFlow、Theano、Keras 框架，之后再补充 Torch

deep-qa

Implementation of the Convolution Neural Network for factoid QA on the answer sentence selection task

deep_ocr

make a better chinese character recognition OCR than tesseract

deeplearning4nlp-tutorial

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

deeplearningbook-chinese

Deep Learing Book Chinese Translation

DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

golden-horse

Named Entity Recognition for Chinese social media (Weibo). From EMNLP 2015 paper.

Human-Activity-Recognition-using-CNN

CNN for Human Activity Recognition in Tensorflow

iepy

Information Extraction in Python

improved-gan

code for the paper "Improved Techniques for Training GANs"

ipython-notebooks

A collection of IPython notebooks covering various topics.

kcws

Deep Learning Chinese Word Segment

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

learning-dl

Learning Deep Learning

LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

logic-tutorial

A Very Gentle Introduction to Relational Programming

mahjong

A Chinese Breaking Library

MemN2N-babi-python

End-To-End Memory Networks for bAbI question-answering tasks

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

neural-style

Neural style in TensorFlow! • http://www.anishathalye.com/2015/12/19/an-ai-that-can-mimic-any-artist/ • https://git.io/style

NeuralNetwork-Examples

The same small networks implemented in different frameworks

NRE

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

pyERA

Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Leaning.

QuestionAnsweringSystem

QuestionAnsweringSystem是一个Java实现的人机问答系统，能够自动分析问题并给出候选答案。

sklearn-deeprl

Deep reinforcement learning. In scikit-learn. In less than 50 effective lines.

TextRank4ZH

:deciduous_tree:从中文文本中自动提取关键词和摘要