David-Lee-1990

zh-NER-TF

A simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

ChineseNER

A neural network model for Chinese named entity recognition

complex

Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).

Deep-Reinforcement-Learning-in-Large-Discrete-Action-Spaces

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

DeepPath

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

Dialog_Corpus

用于训练中英文对话系统的语料库 Datasets for Training Chatbot System

DocQN

Author implementation of "Learning to Search in Long Documents Using Document Structure" (Mor Geva and Jonathan Berant, 2018)

FeaturePointDetection

Face Feature Point Detection

foil-python

First Order Inductive Learner (FOIL) algorithm implemented in Python

graph-lstm

LSTM implementation, and multi-layer LSTMs for learning on graph neighborhoods

iepy

Information Extraction in Python

jieba

结巴中文分词

learn_dl

Deep learning algorithms source code for beginners

MINERVA

Meandering In Networks of Entities to Reach Verisimilar Answers

ML-From-Scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

modular_rl

Implementation of TRPO and related algorithms

RelationPrediction

Implementation of R-GCNs for Relational Link Prediction

transE

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)