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:
- template for https://cnli.me☆10Feb 27, 2025Updated last year
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆268Aug 26, 2024Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Jun 14, 2023Updated 2 years ago
- NVIDIA Federated Learning Application Runtime Environment☆923Updated this week
- [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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Privacy Preserving Vertical Federated Learning☆222Jun 1, 2023Updated 2 years ago
- An Open Framework for Federated Learning.☆838Feb 21, 2026Updated 2 months ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated last year
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆70Jul 25, 2022Updated 3 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆752Mar 25, 2026Updated last month
- Scaleout Edge: Sovereign Edge AI orchestration and Federated Learning☆168Apr 24, 2026Updated last week
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆271Apr 6, 2026Updated 3 weeks ago
- Flower: A Friendly Federated AI Framework☆6,872Updated this week
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆36Jan 9, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,012Sep 3, 2022Updated 3 years ago
- An easy-to-use federated learning platform☆1,531Aug 10, 2024Updated last year
- Leaf: A Benchmark for Federated Settings☆903Mar 24, 2023Updated 3 years ago
- FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks☆67Jun 25, 2024Updated last year
- [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
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆730Nov 16, 2025Updated 5 months ago
- Perform data science on data that remains in someone else's server☆9,877Jul 15, 2025Updated 9 months ago
- Training PyTorch models with differential privacy☆1,922Apr 10, 2026Updated 3 weeks ago
- Federated Learning Systems Paper List☆75Feb 7, 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 Python library for rapid prototyping, experimenting, and logging of federated learning using state-of-the-art models and datasets. Buil…☆44Aug 18, 2024Updated last year
- A simplified library for decentralized, privacy preserving machine learning☆353Dec 18, 2025Updated 4 months ago
- FL_PyTorch: Optimization Research Simulator for Federated Learning☆35Jul 7, 2023Updated 2 years ago
- A flexible framework for running experiments with PyTorch models in a simulated Federated Learning (FL) environment.☆15Aug 11, 2023Updated 2 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
- Federated Learning Suite☆20Jul 20, 2023Updated 2 years ago
- Federated learning with model quantization☆16Nov 28, 2021Updated 4 years ago
- ☆56Feb 19, 2023Updated 3 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆230Oct 21, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ACM SIGCOMM 2024] "m3: Accurate Flow-Level Performance Estimation using Machine Learning" by Chenning Li, Arash Nasr-Esfahany, Kevin Zha…☆25Oct 2, 2024Updated last year
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆708Apr 26, 2025Updated last year
- ☆178Oct 24, 2024Updated last year
- Secure Aggregation for FL☆38Nov 25, 2023Updated 2 years ago
- Personalized federated learning codebase for research☆412Oct 4, 2023Updated 2 years ago
- A Sparse-tensor Communication Framework for Distributed Deep Learning☆13Nov 1, 2021Updated 4 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆532Sep 17, 2025Updated 7 months ago