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aaai25

awesome-knowledge-graph-reasoning

AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets

awesome-llm-rag-application

the resources about the application based on LLM with RAG pattern

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

combined_network

complex

Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).

contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

dcl

NeurIPS 2020, Debiased Contrastive Learning

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-1

深度学习相关的模型训练、评估和预测相关代码

deeplearningbook-chinese

Deep Learning Book Chinese Translation

densitypeakcluster

A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.

grail

Inductive relation prediction by subgraph reasoning, ICML'20

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

promptkg

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

pycontrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

r-drop

rmcdfd

rmcode

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simkgc

ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models

spd-cnn-using-meta-transfer-learing-eeg-cross-subject-learning

SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-Learning

text2kgbench

Repo ISWC-2023 Tekgen Corpus Submission

tobiiglassespycontroller

Tobii Pro Glasses 2 Python controller

trans-lie_implementation

Implement of TransE, TransH, KG2E with pytorch

transe