OpenMined / 30DaysOfFLCodeLinks
Official Repo for the 30DaysOfFLCode Challenge Initiative
☆75Updated last month
Alternatives and similar repositories for 30DaysOfFLCode
Users that are interested in 30DaysOfFLCode are comparing it to the libraries listed below
Sorting:
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆148Updated last month
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆678Updated 5 months ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆519Updated 3 weeks ago
- Federated Learning Course Materials☆64Updated 4 years ago
- A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discu…☆169Updated 2 years ago
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆118Updated last week
- Simulation framework for accelerating research in Private Federated Learning☆341Updated last month
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆735Updated 4 months ago
- Mobile Federated Learning development kit for FedCampus☆17Updated last year
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆535Updated last year
- Experiments on MNIST dataset and federated training using Flower framework☆40Updated last year
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.☆14Updated last year
- ☆19Updated 2 years ago
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆72Updated 2 years ago
- A large labelled image dataset for benchmarking in federated learning☆102Updated last year
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Updated 11 months ago
- An Open Framework for Federated Learning.☆809Updated last week
- Breaching privacy in federated learning scenarios for vision and text☆306Updated last month
- An awesome list of papers on privacy attacks against machine learning☆626Updated last year
- An enterprise-ready and vendor-agnostic federated learning platform.☆161Updated last week
- Advanced Privacy-Preserving Federated Learning framework☆154Updated this week
- list of differential-privacy related resources☆315Updated 9 months ago
- A Simulator for Privacy Preserving Federated Learning☆96Updated 4 years ago
- resources about federated learning and privacy in machine learning☆540Updated last year
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆263Updated last year
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆131Updated 2 months ago
- autodp: A flexible and easy-to-use package for differential privacy☆276Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆308Updated 2 years ago
- Everything you need to know to contribute to OpenMined!☆215Updated last year