A curated list of awesome Deep Learning tutorials, projects and communities.

deep learning for image processing including classification and object-detection etc.

A collection of simple python mini projects to enhance your python skills

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

诺亚盘古大模型研发背后的真正的心酸与黑暗的故事。

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

ffffffff0x 团队维护的安全知识框架,内容包括不仅限于 web安全、工控安全、取证、应急、蓝队设施部署、后渗透、Linux安全、各类靶机writup

🍥 Bilibili 用户爬虫

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

deeplearning.ai , By Andrew Ng, All slide and notebook + data + solutions and video link

Another Chinese Translation of Neural Networks and Deep Learning

A list of backdoor learning resources

CTF🚩 AWD (Attack with Defense) 线下赛平台 / AWD platform - 欢迎 Star~ ✨

The open-sourced Python toolbox for backdoor attacks and defenses.

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

本项目致力于收集网上公开来源的威胁情报，主要关注信誉类威胁情报（如IP/域名等），以及事件类威胁情报。

2019 年 5 月 11 日防灾科技学院 “应急挑战杯” 大学生网络安全邀请赛 AWD 靶机题目。

Challenges of CTF Attack with Defense mode

Simple PyTorch implementations of Badnets on MNIST and CIFAR10.

Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"

Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023

Semantic Feature Augmentation in Few-shot Learning

Anti-Backdoor learning (NeurIPS 2021)

Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topics in Deep Learning course at Aalto University, Finland.

Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''