Mengdan Fan's repositories
ColossalAI
Making large AI models cheaper, faster and more accessible
agent_from_0t1
手把手带你从0到1实现大模型agent
AgentBench
A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
ChatGPT
Reverse engineered ChatGPT API
gated-graph-neural-network-samples
Sample Code for Gated Graph Neural Networks
ggnn
Gated Graph Sequence Neural Networks
GNN_Review
GNN综述阅读报告
gpt4all
gpt4all: a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue
graph-partition-neural-network-samples
Sample Code for Graph Partition Neural Networks
Graph_Transformer_Networks
Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)
HD-GNN
An approach of treating commits as graphs and then untangling composite/tangled commits by detecting hidden relationships between code changes
link-prediction
Representation learning for link prediction within social networks
nlp-beginner-finish
此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。
NLP-Tutorials
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
PatchNet
The newest version of PatchNet
PKU-Beamer-Theme
A Beamer Theme of PKU for academic report, thesis and talk.
pygcn
Graph Convolutional Networks in PyTorch
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
RefDiff
A tool to mine refactorings in the commit history of git repositories.
SmartCommitCore
制作GroungTruth 相关
transformers_tasks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF etc.