A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
☆183Apr 20, 2021Updated 5 years ago
Alternatives and similar repositories for federated-averaging-tutorials
Users that are interested in federated-averaging-tutorials are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An open-source framework for machine learning and other computations on decentralized data.☆2,439Updated this week
- Federated Learning mini-framework with Keras☆35Oct 5, 2019Updated 6 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Mar 31, 2021Updated 5 years ago
- Federated Learning with TensorFlow [Video], by Packt Publishing☆16Jan 19, 2021Updated 5 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Aug 1, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆170Dec 14, 2017Updated 8 years ago
- Leaf: A Benchmark for Federated Settings☆906Mar 24, 2023Updated 3 years ago
- resources about federated learning and privacy in machine learning☆547Jun 26, 2024Updated last year
- A Framework for Encrypted Machine Learning in TensorFlow☆1,244Sep 25, 2024Updated last year
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆316Jul 25, 2024Updated last year
- Federated learning experiment using TensorFlow.js☆166May 12, 2026Updated last week
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆35Jul 20, 2019Updated 6 years ago
- SOON TO BE DEPRECATED - Private machine learning progress☆469May 16, 2020Updated 6 years ago
- Library for training machine learning models with privacy for training data☆2,015May 11, 2026Updated last 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 Optimization in Heterogeneous Networks (MLSys '20)☆728Mar 24, 2023Updated 3 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Dec 5, 2021Updated 4 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆45May 16, 2023Updated 3 years ago
- Various material around private machine learning, some associated with blog☆149Sep 9, 2019Updated 6 years ago
- Federated Learning on HyperLedger Aries☆21Jun 22, 2022Updated 3 years ago
- ☆31Jul 6, 2018Updated 7 years ago
- ☆73Oct 3, 2023Updated 2 years ago
- Perform data science on data that remains in someone else's server☆9,888Jul 15, 2025Updated 10 months ago
- Defines types for all Serde encoding across languages☆20Sep 3, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Apr 6, 2021Updated 5 years ago
- NALU and NAC from recent Deepmind paper in Pytorch with functionality to add it as head to your custom CNN backbone.☆15Aug 6, 2018Updated 7 years ago
- Consensus Based Distributed Stochastic Gradient Descent☆11Jun 24, 2018Updated 7 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,436May 7, 2024Updated 2 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆153Oct 3, 2022Updated 3 years ago
- 👥 Federated Learning tutorial with TensorFlow Federated (TFF)☆14Jun 16, 2021Updated 4 years ago
- The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)☆35Sep 29, 2019Updated 6 years ago
- Secure distributed aggregation of high-dimensional vectors☆58Mar 31, 2017Updated 9 years ago
- Differentially Private Conditional Generative Adversarial Network☆31Oct 12, 2021Updated 4 years ago
- 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.
- An Industrial Grade Federated Learning Framework☆6,074Nov 19, 2024Updated last year
- A PyTorch Implementation of Federated Learning☆1,515Jul 25, 2024Updated last year
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆55May 30, 2020Updated 5 years ago
- Blog dedicated to cryptography and machine learning☆23Nov 14, 2024Updated last year
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆194Apr 11, 2025Updated last year
- Federated Deep Learning in PaddlePaddle☆516Jul 26, 2023Updated 2 years ago
- The code in order to implement FedProx (ICPP 2020)☆30Nov 19, 2020Updated 5 years ago