Federated Learning Demo in Python using Socket Programming
☆89Jun 26, 2024Updated last year
Alternatives and similar repositories for FederatedLearning
Users that are interested in FederatedLearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated last year
- Federated learning with model quantization☆16Nov 28, 2021Updated 4 years ago
- Stochastic Mirror Descent on CIFAR-10☆20Jul 3, 2019Updated 6 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Apr 6, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- DFL working group☆32May 14, 2024Updated last year
- Asynchronous Federated Learning☆49Apr 22, 2023Updated 3 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆20Nov 2, 2021Updated 4 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
- Gradient-Leakage Resilient Federated Learning☆14Jul 25, 2022Updated 3 years ago
- Official repo of the paper Deep Regression Unlearning accepted in ICML 2023☆15Jun 14, 2023Updated 2 years ago
- Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The r…☆42Oct 8, 2019Updated 6 years ago
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Dec 4, 2022Updated 3 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆76Nov 18, 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.
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆23Oct 12, 2023Updated 2 years ago
- Paper collection about model compression and acceleration: Pruning, Quantization, Knowledge Distillation, Low Rank Factorization, etc☆25Oct 14, 2020Updated 5 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆183Apr 20, 2021Updated 5 years ago
- A PyTorch toolbox for domain adaptation, domain generalization, federated learning DA/DG, active learning DA/DG, ALDG and semi-supervised…☆11Jan 10, 2022Updated 4 years ago
- OLIVE: Oblivious and Differentially Private Federated Learning on TEE☆17May 10, 2023Updated 2 years ago
- Source code for 'Raspberry Pi IoT Projects' by John C. Shovic☆10Feb 1, 2018Updated 8 years ago
- ☆13May 17, 2024Updated last year
- A Simulator for Privacy Preserving Federated Learning☆95Jan 12, 2021Updated 5 years ago
- ☆12Dec 11, 2020Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,012Sep 3, 2022Updated 3 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆76Feb 9, 2025Updated last year
- The code in order to implement FedProx (ICPP 2020)☆30Nov 19, 2020Updated 5 years ago
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆47Sep 2, 2018Updated 7 years ago
- Profit Allocation for Federated Learning☆25Apr 27, 2020Updated 6 years ago
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆23Jan 29, 2020Updated 6 years ago
- A simulation framework for Federated Learning written in PyTorch☆208Apr 9, 2022Updated 4 years ago
- The Code for Homeomorphic Projection☆13Sep 21, 2023Updated 2 years ago
- Research Advances in the Latest Federal Learning Papers (Updated March 27, 2023)☆14Sep 19, 2023Updated 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.
- ☆37Nov 14, 2025Updated 5 months ago
- Standard libraries for audio processing, especially STFT and Spherical Harmonics decomposition of a soundfield.☆10Nov 29, 2021Updated 4 years ago
- ☆10Mar 25, 2024Updated 2 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆55Feb 2, 2026Updated 2 months ago
- OFDM implementation for GNURadio using UHD☆12Sep 27, 2011Updated 14 years ago
- Source code of ICLR2020 submisstion: Zeno++: Robust Fully Asynchronous SGD☆14Feb 2, 2020Updated 6 years ago
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆96May 9, 2022Updated 3 years ago