Projects in Awesome Lists tagged with ppml

A curated list of projects in awesome lists tagged with ppml .

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https://github.com/zama-ai/concrete-ml

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

data-science fhe fully-homomorphic-encryption homomorphic-encryption machine-learning ppml privacy python scikit-learn tfhe torch

Last synced: 14 May 2025

https://github.com/pachadotdev/gravity

R package that provides estimation methods for Gravity Models

bvu bvw ddm econometrics glm gpml gravity international-trade lm maximum-likelihood nbpml nls ols ppml r sils tobit trade

Last synced: 22 Nov 2024

https://github.com/jimouris/curl

Curl: Private LLMs through Wavelet-Encoded Look-Up Tables

approximation dwt machine-learning mpc ppml privacy-preserving-machine-learning secure-multiparty-computation wavelet-transform wavelets

Last synced: 08 Apr 2025

https://github.com/khoaguin/ppml-materials

A compiled list of resources and materials for PPML

deep-learning homomorphic-encryption machine-learning ppml privacy-enhancing-technologies secure-multi-party-computation

Last synced: 02 Apr 2025

https://github.com/jopasserat/federated-learning-tutorial

Hands-on part of the Federated Learning and Privacy-Preserving ML tutorial given at VISUM 2022

differential-privacy dp-sgd federated-learning flower medical-imaging opacus ppml privacy-enhancing-technologies privacy-preserving-machine-learning

Last synced: 21 Apr 2025

https://github.com/khoaguin/ai-for-medicine

A Learning Journal on (Privacy-Preserving) AI for Medicine and Healthcare

ai aiformedicine healthcare machine-learning ppml privacy-enhancing-technologies privacy-preserving-machine-learning

Last synced: 02 Apr 2025

https://github.com/pyladiesams/privacy-aware-ml-ds-nov2023

Learn how to apply core privacy principles and techniques to the data science and machine learning workflows with Python open source libraries for privacy-preserving machine learning.

dataprivacy differential-privacy ppml privacy-by-design privacy-preserving-machine-learning

Last synced: 22 Feb 2025