OpenMined / PySyftLinks
Perform data science on data that remains in someone else's server
☆9,826Updated 5 months ago
Alternatives and similar repositories for PySyft
Users that are interested in PySyft are comparing it to the libraries listed below
Sorting:
- An open-source framework for machine learning and other computations on decentralized data.☆2,412Updated this week
- A framework for Privacy Preserving Machine Learning☆1,631Updated last year
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆616Updated 2 years ago
- Training PyTorch models with differential privacy☆1,889Updated last month
- Library for training machine learning models with privacy for training data☆1,994Updated 6 months ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,240Updated last year
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,995Updated 3 years ago
- An Industrial Grade Federated Learning Framework☆6,021Updated last year
- Google's differential privacy libraries.☆3,269Updated this week
- Flower: A Friendly Federated AI Framework☆6,513Updated this week
- Leaf: A Benchmark for Federated Settings☆894Updated 2 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆522Updated 3 months ago
- Repo for Udacity's Secure & Private AI course☆458Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆740Updated 6 months ago
- Diffprivlib: The IBM Differential Privacy Library☆899Updated 3 months ago
- A library for doing homomorphic encryption operations on tensors☆990Updated 9 months ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆3,988Updated last month
- AutoML library for deep learning☆9,286Updated 3 weeks ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,141Updated 3 weeks ago
- A system for quickly generating training data with weak supervision☆5,931Updated last year
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,641Updated 2 weeks ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,404Updated last year
- resources about federated learning and privacy in machine learning☆541Updated last year
- SOON TO BE DEPRECATED - Private machine learning progress☆471Updated 5 years ago
- A PyTorch Implementation of Federated Learning☆1,490Updated last year
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,041Updated last year
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Updated 2 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆542Updated last month
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,687Updated this week
- An easy-to-use federated learning platform☆1,492Updated last year