LaRiffle / approximate-models
Python Library for Function Approximation in Machine Learning
☆12Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for approximate-models
- ☆22Updated last year
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆75Updated 3 months ago
- Python wrapper for open source Zero Proof Knowledge Library☆29Updated 4 years ago
- Tensor Based Environment Framework for Training RL Agents - Pre Alpha☆8Updated 4 years ago
- A library for running Functional Encryption on tensors☆41Updated 3 years ago
- A concise primer on Differential Privacy☆28Updated 4 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- Federated Learning on HyperLedger Aries☆21Updated 2 years ago
- Various material around private machine learning, some associated with blog☆148Updated 5 years ago
- Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)☆11Updated 4 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- A curated list of resources for privacy-preserving machine learning☆147Updated 3 years ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆43Updated last year
- ☆9Updated 4 years ago
- A SMPC companion library for Syft☆100Updated last week
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 4 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Updated 3 years ago
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆11Updated 4 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆9Updated 6 years ago
- distributed federated learning for pytorch☆15Updated 6 years ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Updated last year
- Blog dedicated to cryptography and machine learning☆23Updated last week
- Defines types for all Serde encoding across languages☆20Updated 2 months ago
- Swift wrapper for Google's Differential Privacy Project☆11Updated 4 years ago
- A privacy preserving NLP framework☆198Updated last year