Tianle Zhang's repositories
Awesome-PyTorch-Chinese
【干货】史上最全的PyTorch学习资源汇总
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-latex-drawing
Drawing Bayesian networks, graphical models, tensors, and technical frameworks and illustrations in LaTeX.
certified-probabilistic-robustness
Certify probabilistic robustness againt functional threat model
CopyTranslator
Foreign language reading and translation assistant based on copy and translate.
CVPR2020-Code
CVPR 2020 论文开源项目合集
CVPR2020-Paper-Code-Interpretation
cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。
long_hallucinations
Codebase for reproducing the experiments of the semantic uncertainty paper (paragraph-length experiments).
metric-visualizer
For easy metric logging and visualization
PyTorch-From-Zero-To-One
PyTorch从入门到精通
robustbench
RobustBench: a standardized adversarial robustness benchmark [arXiv, Oct 2020]
semantic_uncertainty
Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).
stanford-cs221-code
My solutions to Stanford CS221 homework code problems
starter-hugo-academic
🎓 Hugo Academic Theme 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.