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shaodongheng's Projects

adversarial-library icon adversarial-library

Library containing PyTorch implementations of various adversarial attacks and resources

alphacsc icon alphacsc

Convolution dictionary learning for time-series

annotated_deep_learning_paper_implementations icon 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, ... 🧠

carla icon carla

Open-source simulator for autonomous driving research.

convex_adversarial icon convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

dictol icon dictol

DICTOL - A Dictionary Learning Toolbox in Matlab and Python

electron-ssr-backup icon electron-ssr-backup

electron-ssr原作者删除了这个伟大的项目,故备份了下来,不继续开发,且用且珍惜

interpy-zh icon interpy-zh

📘《Python进阶》(Intermediate Python 中文版)

lenet icon lenet

Implement the LeNet using tensorflow to recognize handwritten number. Training with MNIST.

machine-learning-learning-notes icon 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!

markdown-toc icon markdown-toc

🎄Generate toc for github markdown file.(为 markdown 文件生成 toc 目录)

mimic3-benchmarks icon mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

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