The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".

Pytorch Code for FedHyper

LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Computing)

FedScale is a scalable and extensible open-source federated learning (FL) platform.

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such…

TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations

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。

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSy…

A collection of classic computer science books from Internet

MTCNN face detection implementation for TensorFlow, as a PIP package.

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Dete…

A curated list of awesome adversarial machine learning resources

PRML algorithms implemented in Python

Practical complimentary materials and notes for deep learning fundamentals

Using mxnet for face-related algorithm.