Machine Learning · GitHub

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis" published in IEEE Transactions on Network and Service Management.

Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

Basic implementation of BERT and Transformer in Pytorch in one short python file (also includes "predict next word" GPT task)

The official repo for [TPAMI'25] "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

一个PyTorch实现的五子棋AI项目(AlphaZero)

🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text quality, relevance metrics, & sentiment analysis. 📊 A comprehensive tool for LLM observability. 👀

• readability score
• complexity and grade scores

🔥🔥The pytorch implement of the head pose estimation(yaw,roll,pitch) and emotion detection with SOTA performance in real time.Easy to deploy, easy to use, and high accuracy.Solve all problems of face detection at one time.(极简，极快，高效是我们的宗旨)