Source code and datasets for EMNLP 2019 paper: Jointly Learning Entity and Relation Representations for Entity Alignment.

Must-read papers on entity alignment published in recent years

PyTorch version of Google AI's BERT model with script to load Google's pre-trained models

Image Captioning Model Implemented in PyTorch using CNN followed by LSTM

Data loaders and abstractions for text and NLP

Library for fast text representation and classification.

This repo provides the best MT-LSTM from the paper Learned in Translation: Contextualized Word Vectors (McCann et. al. 2017).

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

A wizard's guide to Adversarial Autoencoders

Leetcode solutions

The classical Papers and codes about adversarial nets

Dotfiles of PytLab

Convolutional Neural Network for Text Classification in Tensorflow

The most cited deep learning papers

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Deep Learning and deep reinforcement learning research papers and some codes

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Code for Tensorflow Machine Learning Cookbook

Course notes for CS224N Winter17

Oxford Deep NLP 2017 course

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

Models built with TensorFlow

TensorLayer 中文版

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

Python interface to Google word2vec