OpenMined / PyGrid-deprecated---see-PySyft-Links
A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science
☆616Updated 2 years ago
Alternatives and similar repositories for PyGrid-deprecated---see-PySyft-
Users that are interested in PyGrid-deprecated---see-PySyft- are comparing it to the libraries listed below
Sorting:
- The official Syft worker for Web and Node, built in Javascript☆149Updated 2 years ago
- SOON TO BE DEPRECATED - Private machine learning progress☆470Updated 5 years ago
- A privacy preserving NLP framework☆198Updated 2 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 5 years ago
- Everything you need to know to contribute to OpenMined!☆216Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆507Updated 3 weeks ago
- Repo for Udacity's Secure & Private AI course☆457Updated last year
- A Framework for Encrypted Machine Learning in TensorFlow☆1,228Updated 8 months ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- resources about federated learning and privacy in machine learning☆536Updated 11 months ago
- A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discu…☆170Updated 2 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆520Updated 8 months ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,380Updated this week
- Library for training machine learning models with privacy for training data☆1,961Updated 2 weeks ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆476Updated last year
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆278Updated last week
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- A framework for Privacy Preserving Machine Learning☆1,611Updated 6 months ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆722Updated 10 months ago
- Training PyTorch models with differential privacy☆1,803Updated last week
- A curated list of resources for privacy-preserving machine learning☆150Updated 3 years ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- Leaf: A Benchmark for Federated Settings☆884Updated 2 years ago
- A library for doing homomorphic encryption operations on tensors☆925Updated 3 months ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 10 months ago
- A SMPC companion library for Syft☆103Updated 2 weeks ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆225Updated 2 years ago
- Perform data science on data that remains in someone else's server☆9,702Updated 3 weeks ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆44Updated last year
- PriMIA: Privacy-preserving Medical Image Analysis☆131Updated 2 years ago