LaRiffle / approximate-modelsLinks
Python Library for Function Approximation in Machine Learning
☆12Updated 5 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:
- Tensor Based Environment Framework for Training RL Agents - Pre Alpha☆8Updated 5 years ago
- A concise primer on Differential Privacy☆29Updated 5 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 11 months ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- ☆22Updated 2 years ago
- Python wrapper for open source Zero Proof Knowledge Library☆31Updated 4 years ago
- Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)☆11Updated 4 years ago
- A library for running Functional Encryption on tensors☆43Updated 4 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 5 years ago
- Federated Learning on HyperLedger Aries☆21Updated 3 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆8Updated 6 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
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- A curated list of resources for privacy-preserving machine learning☆150Updated 3 years ago
- Machine Learning with SPDZ☆20Updated 7 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Updated 4 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- A privacy preserving NLP framework☆198Updated 2 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Updated 5 years ago
- Blog dedicated to cryptography and machine learning☆23Updated 7 months ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆44Updated last year
- Secure distributed aggregation of high-dimensional vectors☆57Updated 8 years ago
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- Training (hopefully) safe agents in gridworlds☆25Updated 6 years ago
- This repository contains binaries for the multiple teacher approach to learning differential private ML models: https://arxiv.org/abs/161…☆10Updated 8 years ago
- MXNet Implementation of DeepMind's Neural Arithmetic Logic Units (NALU)☆18Updated 6 years ago
- distributed federated learning for pytorch☆15Updated 7 years ago
- DEPRECATED- see https://github.com/OpenMined/OpenMined or https://github.com/OpenMined/PySyft☆34Updated 7 years ago