Federated Deep Learning in PaddlePaddle
☆516Jul 26, 2023Updated 2 years ago
Alternatives and similar repositories for PaddleFL
Users that are interested in PaddleFL are comparing it to the libraries listed below
Sorting:
- Federated Computer Vision Engine☆113Feb 18, 2021Updated 5 years ago
- An Industrial Grade Federated Learning Framework☆6,054Nov 19, 2024Updated last year
- A multi-party collaborative machine learning framework☆903Feb 20, 2026Updated last month
- An open-source framework for machine learning and other computations on decentralized data.☆2,430Updated this week
- Leaf: A Benchmark for Federated Settings☆904Mar 24, 2023Updated 2 years ago
- ☆22May 18, 2019Updated 6 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,018Oct 28, 2025Updated 4 months ago
- A Simple High Performance Computing Framework for [Federated] Machine Learning☆251Jun 20, 2025Updated 9 months ago
- Perform data science on data that remains in someone else's server☆9,865Jul 15, 2025Updated 8 months ago
- A Privacy-Preserving Framework Based on TensorFlow☆553Apr 26, 2022Updated 3 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,005Sep 3, 2022Updated 3 years ago
- Take neural networks as APIs for human-like AI.☆20Dec 4, 2019Updated 6 years ago
- Manage federated learning workload using cloud native technologies.☆437Oct 31, 2024Updated last year
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Aug 1, 2023Updated 2 years ago
- Privacy Preserving Vertical Federated Learning☆222Jun 1, 2023Updated 2 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,244Sep 25, 2024Updated last year
- A PyTorch Implementation of Federated Learning☆1,509Jul 25, 2024Updated last year
- An easy-to-use federated learning platform☆1,522Aug 10, 2024Updated last year
- A framework for Privacy Preserving Machine Learning☆1,640Nov 23, 2024Updated last year
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Dec 2, 2023Updated 2 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆634Apr 28, 2021Updated 4 years ago
- FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)☆24Jul 2, 2022Updated 3 years ago
- A Three Party MPC framework for Machine learning and Databases☆212Feb 27, 2026Updated 3 weeks ago
- ☆157Jan 7, 2020Updated 6 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆254Jan 14, 2023Updated 3 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆531Sep 17, 2025Updated 6 months ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆725Mar 24, 2023Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.