bafatah's Projects
2024 LlamaIndex RAG Hackathon "1st Place Award" Project
A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discussion!
the open source llm cad generation tool
An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
Handy PyTorch implementation of Federated Learning (for your painless research)
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
Standard federated learning implementations in FedLab and FL benchmarks.
Federated Optimization in Heterogeneous Networks (MLSys '20)
Public code for a paper "Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks."
Paper implementations from scratch and machine learning tutorials
Personalized federated learning codebase for research
Polyak step sizes with weight decay in Pytorch
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: Robust Federated Learning against Both Stragglers and Adversaries at NeurIPS'21
Official code for the Stochastic Polyak step-size optimizer
VMamba: Visual State Space Models๏ผcode is based on mamba