OpenMined / PySyftLinks
Perform data science on data that remains in someone else's server
☆9,783Updated 2 months ago
Alternatives and similar repositories for PySyft
Users that are interested in PySyft are comparing it to the libraries listed below
Sorting:
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆615Updated 2 years ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,396Updated this week
- A framework for Privacy Preserving Machine Learning☆1,619Updated 9 months ago
- Library for training machine learning models with privacy for training data☆1,980Updated 3 months ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,236Updated 11 months ago
- Training PyTorch models with differential privacy☆1,847Updated 3 weeks ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,592Updated last month
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,983Updated 3 years ago
- Repo for Udacity's Secure & Private AI course☆458Updated last year
- Flower: A Friendly Federated AI Framework☆6,217Updated this week
- A scikit-learn compatible neural network library that wraps PyTorch☆6,113Updated last month
- Leaf: A Benchmark for Federated Settings☆887Updated 2 years ago
- An Industrial Grade Federated Learning Framework☆5,967Updated 9 months ago
- The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic …☆3,589Updated 3 weeks ago
- An open-source NLP research library, built on PyTorch.☆11,878Updated 2 years ago
- A collection of infrastructure and tools for research in neural network interpretability.☆4,700Updated 2 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆513Updated last month
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,698Updated this week
- Version control for machine learning☆1,671Updated 6 months ago
- An Open Framework for Federated Learning.☆802Updated 2 weeks ago
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,675Updated this week
- Trax — Deep Learning with Clear Code and Speed☆8,277Updated 2 weeks ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,375Updated last year
- A library for doing homomorphic encryption operations on tensors☆957Updated 6 months ago
- resources about federated learning and privacy in machine learning☆541Updated last year
- A natural language modeling framework based on PyTorch☆6,323Updated 2 years ago
- AutoML library for deep learning☆9,265Updated 9 months ago
- Everything you need to know to contribute to OpenMined!☆215Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆732Updated 3 months ago
- SOON TO BE DEPRECATED - Private machine learning progress☆471Updated 5 years ago