ben-santos

dspy

DSPy: The framework for programming—not prompting—foundation models

pykan

Kolmogorov Arnold Networks

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

synthcity

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

enclave_workshops

This repository aims to be an ever-expanding workshop series that covers all things enclaves 📚

oblv-fastapi

✨.FastAPI with Secure Enclaves using Oblivious ✨

CSI5155

aaw-contrib-containers

Containers to be used for general purpose Data Science

NaorPinkasOT

A general 1-out-N OT implementation based on Naor-Pinkas OT construction.

library--

The papers and books I've read or am about to read.

XPIR

XPIR: Private Information Retrieval for Everyone

FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

frameworks

Sample code and build environments for MPC frameworks

btap_ml

Machine learning applied to BTAP

quantum

Powerful multi-threaded coroutine dispatcher and parallel execution engine

memray

Memray is a memory profiler for Python

realistic-ssl-evaluation-pytorch

Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

pytorch-consistency-regularization

PyTorch implementation of consistency regularization methods for semi-supervised learning

Class-Imbalanced-Semi-Supervised-Learning

Class-Imbalanced Semi-Supervised Learning code

FedMatch

This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning

FATE

An Industrial Grade Federated Learning Framework

mc2

A Platform for Secure Analytics and Machine Learning

aaw

Documentation for the Advanced Analytics Workspace Platform

hexl

Intel:registered: Homomorphic Encryption Acceleration Library accelerates modular arithmetic operations used in homomorphic encryption

he-toolkit

The Intel Homomorphic Encryption (HE) toolkit is the primordial vehicle for the continuous distribution of the Intel HE technological innovation to users. The toolkit has been designed with usability in mind and to make it easier for users to evaluate and deploy homomorphic encryption technology on the Intel platforms.

useful-forks.github.io

Improving GitHub's Forks list discoverability through automatic filtering. The project offers an online tool and a Chrome extension.

federated-learning-secure-aggregation

A simple Python implementation of a secure aggregation protocole for federated learning.

Cingulata

Cingulata (pronounced "tchingulata") is a compiler toolchain and RTE for running C++ programs over encrypted data by means of fully homomorphic encryption techniques.

tfhe

TFHE: Fast Fully Homomorphic Encryption Library over the Torus

concrete

Concrete: TFHE Compiler that converts python programs into FHE equivalent