xitongdashi

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

OpenNE

An Open-Source Package for Network Embedding (NE)

KB2E

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

NRE

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

GeneralConfig

all config file for code

scikit-tensor

Python library for multilinear algebra and tensor factorizations

Fast-TransX

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

Relation_Extraction

Knowledge Base Embedding

MultiHopKG

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

word2gm

Word to Gaussian Mixture Model

OpenQA

The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".

tensorflow-socher-ntn

Reimplementation of "Reasoning With Neural Tensor Networks for Knowledge Base Completion" (Socher, Chen 2013) in Google's TensorFlow framework. MIT 6.806 Final Project. NOTE: Not maintained.

Embedding

Knowledge Embedding Framework Powered by XiaoHan.

mkbe

Embedding Multimodal Relational Data for Knowledge Base Completion

BTMpy

BTM in python

DSKG

semantic-rntn

Recursive Neural Tensor Network for sentiment classification

Ext-RESCAL

Scalable tensor factorization

Describing_a_Knowledge_Base

Code for Describing a Knowledge Base

IEAJKE

Code and data for our paper "Iterative Entity Alignment via Joint Knowledge Embeddings"

LiteralE

Knowledge Graph Embeddings learned from the structure and literals of knowledge graphs

PathNRE

Source code and dataset of EMNLP2017 paper "Incorporating Relation Paths in Neural Relation Extraction".

RNTN

Python implementation of Socher et al, EMNLP2013

GAKE

GAKE: Graph Aware Knowledge Embedding(COLING2016)

ISEE-template

latex-tutorial-v1

The LaTeX Tutorial of the Fachschaft WIAI

Attn-KGE

Code for Knowledge Graph Representation with Jointly Structural and Textual Encoding

KALE

first commit

transt

KRLPapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)