zwytop

awesome-community-detection

A curated list of community detection research papers with implementations.

awesome-graph-embedding

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-network-embedding

A curated list of network embedding techniques.

CourseraML

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

RelationPrediction

Implementation of R-GCNs for Relational Link Prediction

zwytop/attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

zwytop/Awesome-Hyperbolic-Graph-Neural-Network-Papers

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

zwytop/Awesome-LLM-KG

Awesome papers about unifying LLMs and KGs

zwytop/awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

zwytop/C-C-

程序员相关电子书资料免费分享，欢迎关注个人微信公众号：程序员编程指南

zwytop/chatbot_with_ChatGPT_KnowledgeGraph_ArangodB

Building Knowledge Graph-Driven Chatbot with ChatGPT and ArangoDB

zwytop/ChatKBQA

ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models

zwytop/Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

zwytop/DeepKE

An Open Toolkit for Knowledge Graph Extraction and Construction

zwytop/Firefly

Firefly(流萤): 中文对话式大语言模型(全量微调+QLoRA)，支持微调Aquila2、Baichuan2、CodeLlama、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya、Bloom等大模型

zwytop/free

翻墙、免费翻墙、免费科学上网、免费节点、免费梯子、免费ss/v2ray/trojan节点、蓝灯、谷歌商店、翻墙梯子

zwytop/geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

zwytop/Graph-Trans

A graph transformer framework

zwytop/hyperbolics

Hyperbolic Embeddings

zwytop/ICLR23-GReTo

Codes for GReTo accepted by ICLR2023

zwytop/ITTS

Campus IT Technical Specifications

zwytop/JacobiConv

How Powerful are Spectral Graph Neural Networks

zwytop/KDD2022CLARE

Codes and data for KDD 2022 Research Track paper "CLARE: A Semi-supervised Community Detection Algorithm"

zwytop/KGs-Survey

This is a repository of knowledge graphs survey paper that will be updated periodically.

zwytop/kgTransformer

kgTransformer: pre-training for reasoning over complex KG queries (KDD 22)

zwytop/Knowledge-Graph-Tutorials-and-Papers

Insightful Tutorials and Papers about Knowledge Graphs

zwytop/KnowPrompt

Code and datasets for the WWW2022 paper "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction"

zwytop/MedicalGPT

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。

zwytop/MKGformer

Code for the SIGIR 2022 paper "Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion"

zwytop/OpenBG-IMG

Baselines for CCKS 2022 Task "Link Prediction for Multimodal Product Knowledge Graph"

zwytop/research-method

论文写作与资料分享

zwytop/STEP

Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.

zwytop/Taiyi-LLM

Biomedical LLM, A Bilingual (Chinese and English) Fine-Tuned Large Language Model for Diverse Biomedical Tasks

zwytop/TransGNN-Lung

zwytop/vision-transformer-from-scratch

A Simplified PyTorch Implementation of Vision Transformer (ViT)