Popular GitHub Repositories for Privacy Preserving Computation

Opiniated RAG for integrating GenAI in your apps ? Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

? Leon is your open-source personal assistant.

Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

[CVPR 2023, top-10%] Authors official PyTorch implementation of the "Attribute-preserving Face Dataset Anonymization via Latent Code Optimization".

? Rybbit - open-source and privacy-friendly alternative to Google Analytics that is 10x more intuitive.

Fit interpretable models. Explain blackbox machine learning.

Gorgonia is a library that helps facilitate machine learning in Go.

An open-source, self-hosted personal AI note tool prioritizing privacy, built using TypeScript .

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes

Official PyTorch implementation of PTS/PSRN: Fast and efficient symbolic expression discovery through parallelized tree search. Evaluates millions of expressions simultaneously on GPU with automated subtree reuse.

Context aware, pluggable and customizable data protection and de-identification SDK for text and images

A curated list of awesome responsible machine learning resources.

? ? ? ? GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统

Hummingbird compiles trained ML models into tensor computation for faster inference.

Clara – A privacy-first, client-side AI assistant WebUI for Ollama. No backend, no data leaks. Keep your conversations completely yours