KobeDeShow

bert

TensorFlow code and pre-trained models for BERT

RCPapers

Must-read papers on Machine Reading Comprehension

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

Company-Names-Corpus

公司名语料库。机构名语料库。公司简称,缩写,品牌词,企业名。可用于中文分词、机构名实体识别。

hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

RCZoo

question answering, reading comprehension toolkit

DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

delft

a Deep Learning Framework for Text https://delft.readthedocs.io/

Densely-Connected-CNN-with-Multiscale-Feature-Attention

Densely Connected CNN with Multi-scale Feature Attention for Text Classification

DrQA

Reading Wikipedia to Answer Open-Domain Questions

FastBiDAF

A pytorch implementation of BiDAF based on CNN

fastai

The fastai deep learning library

100-Days-Of-ML-Code

100 Days of ML Coding

NeuralResponseRanking

Data and Code on Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems (SIGIR 2018)

NeuralResponseRanking

Data and Code on Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems (SIGIR 2018)

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

tinygbt

A Tiny, Pure Python implementation of Gradient Boosted Trees.

AlphaTree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

TensorFlowLaboratory

Research about Tensorflow

Deep-and-Cross-Keras

Keras Implementation for "Deep & Cross Network for Ad Click Predictions"

wikipedia2vec

A tool for learning vector representations of words and entities from Wikipedia

bohrium

Automatic parallelization of Python/NumPy, C, and C++ codes on Linux and MacOSX

keras-text

Text Classification Library in Keras

MatchZoo

Facilitating the design, comparison and sharing of deep text matching models.

Information-retrieval

xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

keras

Deep Learning for humans