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aaai2020_fsrl

code of FSRL

adaprop

Learning Adaptive Propagation for Knowledge Graph Reasoning

adaprop_v2

[KDD 2023] AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning

adaptive-graph-convolutional-network

advimmune

AdvImmune model from "Adversarial Immunization for Certifiable Robustness on Graphs" (WSDM 2021)

aida-integration

Central repository for all public AIDA resources

ampligraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

ankge

[Paper][AAAI2023] Analogical Inference Enhanced Knowledge Graph Embedding

anonymous-dropreef

ans-gt

Pytorch implementation of NeurIPS'22 paper "Hierarchical Graph Transformer with Adaptive Node Sampling"

are_mpnns_helpful

arn

Source codes and datasets for the paper "Incorporating Anticipation Embedding into Reinforcement Learning Framework for Multi-hop Knowledge Graph Question Answering".

as-maml

A meta-learning framework for few-shot graph learning

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-deep-learning-papers

The most cited deep learning papers

awesome-incremental-learning

Awesome Incremental Learning

bag

Implementation for NAACL-2019 paper

balanced-dataparallel

这里是改进了pytorch的DataParallel, 用来平衡第一个GPU的显存使用量

bamnet

Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

bayes-by-backprop

" Weight Uncertainty in Neural Networks"

bert

TensorFlow code and pre-trained models for BERT

bertgcn

bertrl

bi-link

bive

Code for "Learning Representations of Bi-Level Knowledge Graphs for Reasoning beyond Link Prediction (AAAI 2023)"

bns-gcn

[MLSys 2022] "BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node Sampling" by Cheng Wan, Youjie Li, Ang Li, Nam Sung Kim, Yingyan Lin

bootstrapped-meta-learning

Replication of Bootstrapped Meta-Learning

cake

ACL 2022: CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion

care

EMNLP 2019: CaRe: Open Knowledge Graph Embeddings

cbgnn