Haoran Ye's starred repositories
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
deeplearningbook-chinese
Deep Learning Book Chinese Translation
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
pumpkin-book
《机器学习》(西瓜书)公式详解
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
chatgpt-demo
Minimal web UI for ChatGPT.
Machine-learning-learning-notes
周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!
ccf-deadlines
⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~
bash-tutorial
Bash 教程
The-Art-of-Linear-Algebra-zh-CN
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
pytorch-lightning-template
An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板,简单易用,稍改原来Pytorch代码,即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.
DREAMPlace
Deep learning toolkit-enabled VLSI placement
RecLicense
An open source license recommendation tool.
Multisensory-illusion-training
This is an open source material, including the specific process and procedure code for perceptual training (Zhu et al., 2023).