Khoa Nguyen's repositories

HESplitNet

Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)

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PocketHHE

An Integer-only, Lightweight Privacy-preserving Machine Learning Framework with Hybrid Homomorphic Encryption

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priv-sec-ai-blog

Code for My Blog Posts on Private & Secure Medical AI

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split-learning-1D-HE

Privacy-preserving Training of a Split 1D CNN Neural Network on Homomorphic Encrypted ECG Data to Detect Heart Diseases

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ai-for-medicine

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

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car-store-fasm

An AI-powered Used Car Selling Store App Written in the FASM Stack (FastAPI, Svelte and MongoDB)

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PriMIA

Cloned from https://github.com/gkaissis/PriMIA

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PySyft

Perform data science on data that remains in someone else's server

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RuPyGPT

ChatGPT character-level language modeling from scratch in Python and Rust

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hhe_ppml

A Privacy-Preserving Machine Learning (PPML) protocol using Hybrid Homomorphic Encryption

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ml-ops

A Learning Journal on Machine Learning in Production

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complete-fastapi-masterclass-udemy

Repo for the course Complete FastAPI Masterclass on Udemy

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concrete-ml

Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

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docker-kubernetes-the-practical-guide

Repo for the course Docker & Kubernetes: The Practical Guide - Udemy

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farm-stack-course

Build a Todo List with FastAPI, React and MongoDB

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fastapi-blog

A Blog Built with FastAPI

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full-stack-open

Learn React, Redux, Node.js, MongoDB, GraphQL and TypeScript in one go!

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khoaguin.github.io

Personal Website and Blog

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lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

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PocketNN

Linux implementation of PocketNN: Integer-only Training and Inference of Neural Networks via Direct Feedback Alignment and Pocket Activations.

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programming

A Learning Journal on Programming

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rustlings-solutions

:crab: Rustlings solutions kept up to date

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sveltevietnam.dev

Go-to one-stop information hub for svelte community in Vietnam

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video-membership

A Video Membership Web App Built with FastAPI and Cassandra (AstraDB)

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