Federated Learning Utilities and Tools for Experimentation
☆194Jan 11, 2024Updated 2 years ago
Alternatives and similar repositories for msrflute
Users that are interested in msrflute are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆270Aug 26, 2024Updated 2 years ago
- NVIDIA Federated Learning Application Runtime Environment☆1,003Updated this week
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆421Dec 18, 2023Updated 2 years ago
- [USENIX NSDI 2022] "CurvingLoRa to Boost LoRa Network Throughput via Concurrent Transmission" by Chenning Li, Xiuzhen Guo, Longfei Shangg…☆13Nov 27, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An Open Framework for Federated Learning.☆843Aug 25, 2026Updated 2 months ago
- Privacy Preserving Vertical Federated Learning☆221Jun 1, 2023Updated 3 years ago
- A Comprehensive and Versatile Open-Source Federated Learning Framework☆34Apr 3, 2023Updated 3 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆69Jul 25, 2022Updated 4 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated 2 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆272Oct 5, 2026Updated 3 weeks ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆764Mar 25, 2026Updated 7 months ago
- Scaleout Edge: Sovereign Edge AI orchestration and Federated Learning☆170Oct 26, 2026Updated last week
- resources about federated learning and privacy in machine learning☆544Jun 26, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A tree-based federated learning system (MLSys 2023)☆152Jan 20, 2025Updated last year
- An easy-to-use federated learning platform☆1,541Aug 10, 2024Updated 2 years ago
- Flower: A Friendly Federated AI Framework☆7,192Updated this week
- Breaching privacy in federated learning scenarios for vision and text☆328Jan 24, 2026Updated 9 months ago
- Lightweight Deep Learning Model Training library based on PyTorch☆33Jun 8, 2022Updated 4 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,021Sep 3, 2022Updated 4 years ago
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆36Jan 9, 2023Updated 3 years ago
- Perform data science on data that remains in someone else's server☆10,051Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Federated Learning - PyTorch☆15Jun 27, 2021Updated 5 years ago
- [SenSys 2021] "NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation" by Chenning Li, Hanqing Guo, Shuai Ton…☆32Nov 24, 2021Updated 4 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,070Oct 28, 2025Updated last year
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆45Jun 8, 2023Updated 3 years ago
- FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks☆66Jun 25, 2024Updated 2 years ago
- Personalized federated learning codebase for research☆413Oct 4, 2023Updated 3 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- Training PyTorch models with differential privacy☆1,969Sep 24, 2026Updated last month
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆737Nov 16, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Python library for rapid prototyping, experimenting, and logging of federated learning using state-of-the-art models and datasets. Buil…☆45Aug 18, 2024Updated 2 years ago
- FL_PyTorch: Optimization Research Simulator for Federated Learning☆36Jul 7, 2023Updated 3 years ago
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆77Feb 15, 2024Updated 2 years ago
- A simplified library for decentralized, privacy preserving machine learning☆354Oct 13, 2026Updated 3 weeks ago
- A flexible framework for running experiments with PyTorch models in a simulated Federated Learning (FL) environment.☆15Aug 11, 2023Updated 3 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆534Sep 17, 2025Updated last year