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…☆270Aug 26, 2024Updated last year
- Examples and recipes around federated learning in Azure ML.☆71Dec 14, 2023Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- NVIDIA Federated Learning Application Runtime Environment☆954Updated this week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆419Dec 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
- An Open Framework for Federated Learning.☆842Feb 21, 2026Updated 5 months ago
- Privacy Preserving Vertical Federated Learning☆223Jun 1, 2023Updated 3 years ago
- A Comprehensive and Versatile Open-Source Federated Learning Framework☆34Apr 3, 2023Updated 3 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated 2 years ago
- Scaleout Edge: Sovereign Edge AI orchestration and Federated Learning☆169Jul 10, 2026Updated last month
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆70Jul 25, 2022Updated 4 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆759Mar 25, 2026Updated 4 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.
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆272Updated this week
- Flower: A Friendly Federated AI Framework☆7,067Updated this week
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆36Jan 9, 2023Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆153Jan 20, 2025Updated last year
- Breaching privacy in federated learning scenarios for vision and text☆323Jan 24, 2026Updated 6 months ago
- resources about federated learning and privacy in machine learning☆545Jun 26, 2024Updated 2 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,017Sep 3, 2022Updated 3 years ago
- Restricted Boltzmann Machines in Julia☆15Jun 30, 2017Updated 9 years ago
- An easy-to-use federated learning platform☆1,539Aug 10, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Leaf: A Benchmark for Federated Settings☆911Mar 24, 2023Updated 3 years ago
- FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks☆67Jun 25, 2024Updated 2 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
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆738Nov 16, 2025Updated 8 months ago
- Perform data science on data that remains in someone else's server☆9,938Updated this week
- Training PyTorch models with differential privacy☆1,947Jul 13, 2026Updated 3 weeks ago
- Orbital edge computing ASPLOS 2020 artifact software☆22Oct 14, 2020Updated 5 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
- 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
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- A simplified library for decentralized, privacy preserving machine learning☆353Jul 27, 2026Updated 2 weeks ago
- FL_PyTorch: Optimization Research Simulator for Federated Learning☆36Jul 7, 2023Updated 3 years ago
- A flexible framework for running experiments with PyTorch models in a simulated Federated Learning (FL) environment.☆15Aug 11, 2023Updated 2 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 4 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆138Oct 27, 2021Updated 4 years ago
- Federated Learning Suite☆20Jul 20, 2023Updated 3 years ago