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AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
the resources about the application based on LLM with RAG pattern
A curated list of awesome self-supervised methods
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).
Keras implementation of Representation Learning with Contrastive Predictive Coding
NeurIPS 2020, Debiased Contrastive Learning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
深度学习相关的模型训练、评估和预测相关代码
Deep Learning Book Chinese Translation
A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.
Inductive relation prediction by subgraph reasoning, ICML'20
Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE
李宏毅2021春季机器学习课程课件及作业
: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 Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
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.
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-Learning
Repo ISWC-2023 Tekgen Corpus Submission
Tobii Pro Glasses 2 Python controller
Implement of TransE, TransH, KG2E with pytorch
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.