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knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

knowledge_graph_reasoning_papers

Must-read papers on knowledge graph reasoning

kprn

Reasoning Over Knowledge Graph Paths for Recommendation

kr-ear

Knowledge Representation Learning with Entities, Attributes and Relations

krlpapers

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

lama

LAnguage Model Analysis

latent-rules

AnyBURL Aggregation

learningdl

This is source code of project "A Hybrid Approach to Learning DL Ontology From Text"

lectures

Oxford Deep NLP 2017 course

leetcode-py

「算法通关手册」，超详细的「算法与数据结构」基础讲解教程，「LeetCode」650+ 道题目 Python 版的详细解析。通过「算法理论学习」和「编程实战练习」相结合的方式，从零基础到彻底掌握算法知识。

lexiconner

Lexicon-based Named Entity Recognition

libble-multithread

libfm

Library for factorization machines

libsvm

lihang-code

《统计学习方法》的代码实现

line

LINE: Large-scale information network embedding

lisgan

LisGAN, Leveraging the Invariant Side of Generative Zero-Shot Learning, CVPR 2019

literale

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

logmap-matcher

LogMap: An Ontology Alignment and Alignment Repair System

marius

Large scale embeddings on a single machine.

meal

Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019

medcat

Medical Concept Annotation Tool

metakgr

Source codes and datasets for EMNLP 2019 paper "Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations"

metar

Source code for EMNLP 2019 paper "Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs"

minerva

Meandering In Networks of Entities to Reach Verisimilar Answers

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

mixhop

Official Implementation of ICML 2019 Paper. MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing; and UAI 2019 Paper: N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification

mmkb

Different data modalities for KBs (images, numerical, etc.)

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

multihead_joint_entity_relation_extraction