superkevingit

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

ColossalAI

Making large AI models cheaper, faster and more accessible

optuna

A hyperparameter optimization framework

kopia

Cross-platform backup tool for Windows, macOS & Linux with fast, incremental backups, client-side end-to-end encryption, compression and data deduplication. CLI and GUI included.

OpenPrompt

An Open-Source Framework for Prompt-Learning.

FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

ESP32-PicoDK

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

GLUE-baselines

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

SimBiber

MLNLP社区用来帮助缩短参考文献的工具。A tool for simplifying bibtex with official info

Differential-Privacy-Based-Federated-Learning

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )

KalmanNet_TSP

code for KalmanNet

Stable-Pix2Seq

A full-fledged version of Pix2Seq

PyVertical

Privacy Preserving Vertical Federated Learning

FLamby

Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.

Awesome-Backdoor-in-Deep-Learning

A curated list of papers & resources on backdoor attacks and defenses in deep learning.

JevonsCameraViewer

An app for viewing multiple video streams from USB cameras. Low cost real time eye tracking. You can rotate and mirror the images and also use a variety of filters. Easily take screenshots. Very useful for c270 hacks. Exposure lock and some openCV examples included

NDSS21-Model-Poisoning

Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"

CVPR2022_STNet

Aweome-Heathcare-Federated-Learning

A curated list of Federated Learning papers/articles and recent advancements.

CommEfficient

PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms

CRFL

CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)

FLDetector

The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients"

FedCV

FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks

WebUAV-3M

WebUAV-3M: A million-scale multi-modal UAV tracking benchmark

Cluster_Federated_Learning

关于簇联邦学习的一个小小的改进。自动确定簇个数，提高簇模型精度，缓解用户孤立的问题

FedSim

A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)

csh

Simple Hierarchical Count Sketch in Python

Connected-Unets-and-more

Basic UNet, AUNet, and ResNet architecture models and new variations: Connected-UNets, Connected-AUNets, and Connected-ResUNets architecture models

sparsefed

Implementation for NeurIPS 2021 Submission: SparseFed