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Projects in Awesome Lists tagged with ppml
A curated list of projects in awesome lists tagged with ppml .
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: 18 Dec 2024
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/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: 15 Dec 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: 06 Nov 2024
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: 06 Dec 2024
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: 15 Dec 2024
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: 09 Nov 2024
https://github.com/pachadotdev/general-equilibrium-ftas-chile
Economic effects of Chile FTAs and an eventual CTPP accession
general-equilibrium international-trade ppml r
Last synced: 05 Nov 2024
https://github.com/pachadotdev/log-of-gravity
A Replication (and Tribute) of The Log of Gravity
gravity international-trade ppml r trade
Last synced: 05 Nov 2024