[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.

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

Inductive relation prediction by subgraph reasoning, ICML'20

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

the resources about the application based on LLM with RAG pattern

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.

transE算法 简单python实现 FB15k

Repo ISWC-2023 Tekgen Corpus Submission

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

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

The pytorch implementation of Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering

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

Tobii Pro Glasses 2 Python controller

A curated list of awesome self-supervised methods

李宏毅2021春季机器学习课程课件及作业

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

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

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

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

深度学习相关的模型训练、评估和预测相关代码

⚡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

NeurIPS 2020, Debiased Contrastive Learning