ZTianle

PRoA

PRoA: A Probabilistic Robustness Assessment against Functional Perturbations - ECML 2022

Awesome-PyTorch-Chinese

【干货】史上最全的PyTorch学习资源汇总

fairness-in-credit-scoring

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

ganhacks

starter from "How to Train a GAN?" at NIPS2016

InfoGAN

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

keras-tcn-solar

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

reselm

starter-academic

ZTianle/Awesome-PyTorch-Chinese

【干货】史上最全的PyTorch学习资源汇总

ZTianle/fairness-in-credit-scoring

ZTianle/starter-academic

ZTianle/aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

ZTianle/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, ... 🧠

ZTianle/awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, and technical frameworks and illustrations in LaTeX.

ZTianle/axolotl

Go ahead and axolotl questions

ZTianle/certified-probabilistic-robustness

Certify probabilistic robustness againt functional threat model

ZTianle/CopyTranslator

Foreign language reading and translation assistant based on copy and translate.

ZTianle/CVPR2020-Code

CVPR 2020 论文开源项目合集

ZTianle/CVPR2020-Paper-Code-Interpretation

cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理

ZTianle/d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

ZTianle/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。

ZTianle/Fairness

ZTianle/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.

ZTianle/gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

ZTianle/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。

ZTianle/long_hallucinations

Codebase for reproducing the experiments of the semantic uncertainty paper (paragraph-length experiments).

ZTianle/Medusa

ZTianle/metric-visualizer

For easy metric logging and visualization

ZTianle/personal_website

ZTianle/PyTorch-From-Zero-To-One

PyTorch从入门到精通

ZTianle/Randomized_Kaczmarz-master

ZTianle/robustbench

RobustBench: a standardized adversarial robustness benchmark [arXiv, Oct 2020]

ZTianle/semantic_uncertainty

Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).

ZTianle/stanford-cs221-code

My solutions to Stanford CS221 homework code problems

ZTianle/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.

ZTianle/Tianle.Zhang

ZTianle/tianlezhang.github.io

ZTianle/ZTianle.github.io