bafatah's repositories
ADU-Planner_rag-a-thon2024
2024 LlamaIndex RAG Hackathon "1st Place Award" Project
courses
A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discussion!
CQAsk
the open source llm cad generation tool
Federated-Learning
An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
Federated-Learning-in-PyTorch
Handy PyTorch implementation of Federated Learning (for your painless research)
FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
FedLab-benchmarks
Standard federated learning implementations in FedLab and FL benchmarks.
FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
lmt
Public code for a paper "Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks."
mildlyoverfitted
Paper implementations from scratch and machine learning tutorials
PersonalizedFL
Personalized federated learning codebase for research
ProxSPS
Polyak step sizes with weight decay in Pytorch
RoadCrackDetection
Our industrial project is on 'Intelligent Road Crack Detection using Deep Learning' where we create an artificial intelligence (AI) system that is able to classify and detect road cracks on New Zealand roads.
Sageflow
Sageflow: Robust Federated Learning against Both Stragglers and Adversaries at NeurIPS'21
sps
Official code for the Stochastic Polyak step-size optimizer
VMamba
VMamba: Visual State Space Models，code is based on mamba