A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.
☆61Apr 6, 2021Updated 5 years ago
Alternatives and similar repositories for tf-fed-demo
Users that are interested in tf-fed-demo 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 mini-framework with Keras☆35Oct 5, 2019Updated 6 years ago
- tf implementation of federated learning☆41May 15, 2019Updated 7 years ago
- Repository for Federated Learning with Differential Privacy☆11May 28, 2022Updated 4 years ago
- KDDCUP2022 WPF Competition☆11Aug 5, 2022Updated 3 years ago
- Federated Learning with TensorFlow [Video], by Packt Publishing☆16Jan 19, 2021Updated 5 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.
- Speech recognition with federated learning☆11Jan 9, 2020Updated 6 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,437May 7, 2024Updated 2 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆44Jun 28, 2022Updated 4 years ago
- This repository contains python scripts related to a research that is intended to run graph convolution neural networks in federated mann…☆15Sep 19, 2020Updated 5 years ago
- ☆17May 1, 2022Updated 4 years ago
- Implement FedAvg algorithm based on Tensorflow☆268Dec 6, 2020Updated 5 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆635Apr 28, 2021Updated 5 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆93Jul 25, 2024Updated 2 years ago
- A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federate…☆13Apr 19, 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.
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Apr 25, 2019Updated 7 years ago
- A PyTorch Implementation of Federated Learning☆1,514Jul 25, 2024Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Dec 5, 2021Updated 4 years ago
- Implementation of calibration bounds for differential privacy in the shuffle model☆21Nov 10, 2020Updated 5 years ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,444Updated this week
- Federated Learning with Differential Privacy and Homomorphic Encryption.☆36Jul 9, 2021Updated 5 years ago
- ☆11Dec 30, 2021Updated 4 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆33Oct 10, 2022Updated 3 years ago
- FedNAS: Federated Deep Learning via Neural Architecture Search☆54Jul 26, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Paper List about Radiology Report Generation and also some medical image captioning☆11Oct 5, 2021Updated 4 years ago
- Federated Learning Demo in Python using Socket Programming☆89Jun 26, 2024Updated 2 years ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆316Jul 25, 2024Updated 2 years ago
- DistFL: Distribution-aware Federated Learning for Mobile Scenarios☆12Mar 14, 2022Updated 4 years ago
- TensorFlow experiment codes of XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning (FL' ICML 2020)☆13Aug 10, 2020Updated 5 years ago
- ☆38Apr 9, 2021Updated 5 years ago
- Codes for kddcup2022☆18Aug 5, 2022Updated 3 years ago
- Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)☆22May 6, 2021Updated 5 years ago
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆294May 7, 2025Updated last year
- 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.
- ☆26Dec 15, 2024Updated last year
- ☆10Jan 31, 2022Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆253Dec 2, 2023Updated 2 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Feb 9, 2025Updated last year
- 使用qss美化pyqt界面☆11Jun 1, 2017Updated 9 years ago
- ☆10Jul 9, 2025Updated last year
- ☆12Dec 11, 2020Updated 5 years ago