My Repos

TrojanZoo [GitHub] [Docs]

TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning. All my research studies are using this powerful library. Docs and unit-tests are still in development.

Published on pypi, docker and github packages.

AlpsPlot [GitHub] [Docs]

My personal python plotting library of alps-lab style using matplotlib.

Published on pypi, docker and github packages.

trojanzoo_sphinx_theme [GitHub] [Demo]

I modify pytorch_sphinx_theme, remove auxiliary items and make it a generalized theme. It supports easy customization in your project without touching the package contents.

Published on pypi.

base [GitHub]

My personal automatic workflow to update docker environment of deep learning.

Published on docker and github packages.

As a Contributor

I’m trying to participate in the development and maintenance of many open-source packages.

• huggingface/accelerate: well-known acceleration library in transformers
  bugfix: #1595
• huggingface/peft: well-known parameter-efficient fine-tuning library in transformers
  bugfix: #644
• matplotlib: well-known python plotting library used by most researchers
  bugfix: #20101
• pytorch/functorch: PyTorch official JAX-like composable function transforms
  bugfix: #788
• pytorch/pytorch_sphinx_theme: PyTorch official documentation theme
  bugfix: #88
  feature: #168
• pytorch/vision: PyTorch official library for computer vision
  bugfix: #6266
  feature:
  • #3215
  • #6246(400 Lines): Implement Swin Transformer V2
  • #6609(400 Lines): Implement AutoAugment for detection
• sphinxcontrib-katex: katex plugin for math support in sphinx documentation
  #29
• others
  D-X-Y/NATS-Bench/#40
  D-X-Y/AutoDL-Projects/#121
  DreamtaleCore/Refool/#12