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awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

bert

TensorFlow code and pre-trained models for BERT

bert-pytorch

Google AI 2018 BERT pytorch implementation

bertrl

chainsofreasoning

cpl

Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

eventkg

The EventKG is a novel multilingual resource incorporating event-centric information extracted from several large-scale knowledge graphs such as Wikidata, DBpedia and YAGO, as well as less structured sources such as the Wikipedia Current Events Portal and Wikipedia event lists in five languages. The EventKG is an extensible event-centric resource modeled in RDF. It relies on Open Data and best practices to make event data spread across different sources available through a common representation and reusable for a variety of novel algorithms and real-world applications.

fast-transx

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

graphormer

Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material design, drug discovery, etc.

kg-bert

KG-BERT: BERT for Knowledge Graph Completion

knowledge-graphs

A collection of research on knowledge graphs

knowledgegraph

史上最大规模1.4亿知识图谱数据免费下载，知识图谱，通用知识图谱，融合了两千五百多万的实体，拥有亿级别的实体属性关系。

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

mrc-for-flat-nested-ner

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

multihopkg

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

openke

An Open-Source Package for Knowledge Embedding (KE)

opennre

An Open-Source Package for Neural Relation Extraction (NRE)

openprompt

An Open-Source Framework for Prompt-Learning.

paragen

ParaGen is a PyTorch deep learning framework for parallel sequence generation.

pic2chars

Simple pic2chars 简单字符画

reasoning-chains-multihopqa

Code and Data for our EMNLP 2020 paper titled 'Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering'

tf-hierarchical-rnn

wechat_articles_spider

微信公众号文章的爬虫

weibospider

新浪微博爬虫，用python爬取新浪微博数据

weibospider-1

:zap: A distributed crawler for weibo, building with celery and requests.

zipcracker

暴力破解密码保护的zip文件。Brute force a password protected zip file.