ranran0523

liberate-fhe

A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.

llm.c

LLM training in simple, raw C/CUDA

efficientvit

EfficientViT is a new family of vision models for efficient high-resolution vision.

SearchEngine

搜索引擎原理

RecommenderSystem

synthcity

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

EfficientDet.Pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

JetsonYolo

Simple process for camera installation, software and hardware setup, and object detection using Yolov5 and openCV on NVIDIA Jetson Nano.

concrete-ml

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

cuda-matrix-vector-multiplication

Matrix-Vector Multiplication Using Shared and Coalesced Memory Access

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

LLM-scientific-feedback

Can large language models provide useful feedback on research papers? A large-scale empirical analysis.

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

AMDSEV

AMD Secure Encrypted Virtualization

sgx-ra-sample

ABY

ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation

awesome-deep-point-cloud-compression

A list of papers about deep point cloud compression.

ThreeDAC

optee_examples

OP-TEE Sample Applications

awesome-Federated-Learning

federated-learning

awesome-he

✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources

CRATE

Code for CRATE (Coding RAte reduction TransformEr).

QmapCompression

Official implementation of "Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform", ICCV 2021

openfhe-development

This is the development repository for the OpenFHE library. The current (stable) version is v1.2.0 (released on June 25, 2024).

ostep-code

Code from various chapters in OSTEP (http://www.ostep.org)

OpenCDA

A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.

helayers-examples

Examples for HElayers homomorphic encryption SDK for C++ and Python

helayers

IBM HElayers homomorphic encryption SDK for C++ and Python

HETAL

[ICML'23 Oral] HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption