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pylearn2

Warning: This project does not have any current developer. See bellow.

python-small-examples

Python有趣的小例子、小Demo一网打尽。Python基础、Web开发、数据科学、机器学习、TensorFlow、Pytorch，一切都是简单易懂的小例子。

qe-temp

[IJCAI2022] Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs

quate

Pytorch implementation of Quaternion Knowledge Graph Embedding.

rdgcn

Source code and datasets for IJCAI 2019 paper: Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs.

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

recsys2019_deeplearning_evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"

reformer-pytorch

Reformer, the efficient Transformer, implemented in Pytorch

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

relationclassification-rl

Reinforcement Learning for Relation Classification from Noisy Data(AAAI2018)

relationprediction

ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

research.lpca

reta_code

rodi

RODI Relational-to-Ontology Mapping Quality Benchmark

rsn

Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019

rudik

Repository for RuDiK, a system for discovering declarative logical rules over RDF Knowledge Bases

ruge

rulegeneration

Allows to generate a large number of (single-label head) rules for multi-label classification

s2orc

S2ORC: The Semantic Scholar Open Research Corpus: https://www.aclweb.org/anthology/2020.acl-main.447/

sacn

End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion

sans

PyTorch implementation of Structure Aware Negative Sampling in Knowledge Graphs

sayingdatabase-chinese

24035 saying in Chinese

sd-type-validate

Code for the SDType and SDValidate algorithms for type completion and error detection in RDF knowledge bases

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

semanticmatchingenergy-theano

simple

SimplE Embedding for Link Prediction in Knowledge Graphs

simple-1

Implementation of SimplE Embedding for Link Prediction in Knowledge Graphs in PyTorch

sme

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

softtriple

PyTorch Implementation for SoftTriple Loss