LaRiffle / approximate-modelsLinks
Python Library for Function Approximation in Machine Learning
☆12Updated 6 years ago
Alternatives and similar repositories for approximate-models
Users that are interested in approximate-models are comparing it to the libraries listed below
Sorting:
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆77Updated last year
- A concise primer on Differential Privacy☆29Updated 5 years ago
- Various material around private machine learning, some associated with blog☆150Updated 6 years ago
- ☆22Updated 2 years ago
- A library for running Functional Encryption on tensors☆45Updated 4 years ago
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆11Updated 5 years ago
- Cryptographically secure pseudorandom number generators for PyTorch☆125Updated last month
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆56Updated 5 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆224Updated 2 years ago
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆229Updated 6 years ago
- MXNet Implementation of DeepMind's Neural Arithmetic Logic Units (NALU)☆18Updated 7 years ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 4 years ago
- A privacy preserving NLP framework☆198Updated 2 years ago
- Python wrapper for open source Zero Proof Knowledge Library☆32Updated 5 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Updated 4 years ago
- Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)☆11Updated 5 years ago
- Training (hopefully) safe agents in gridworlds☆25Updated 6 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- This repository contains binaries for the multiple teacher approach to learning differential private ML models: https://arxiv.org/abs/161…☆10Updated 9 years ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆43Updated 2 years ago
- A runtime shape checker and auto-annotator for tensor programs (pronounced "stanley")☆40Updated 6 years ago
- Privacy-Preserving Bandits (MLSys'20)☆22Updated 3 years ago
- distributed federated learning for pytorch☆14Updated 7 years ago
- SafeLife: safety benchmarks for reinforcement learning agents☆61Updated 4 years ago
- Fork of the differential privacy module of TF/models/research☆14Updated 6 years ago
- Neural Arithmetic Logic Units☆21Updated 7 years ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago