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awesome-wsl

Awesome list dedicated to Windows Subsystem for Linux

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

laion-prepro

Get hundred of million of image+url from the crawling at home dataset and preprocess them

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

MaskFormer

Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)

CutLER

Code release for "Cut and Learn for Unsupervised Object Detection and Instance Segmentation" and "VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation"

deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

fff

📁 A simple file manager written in bash.

CLIP

Contrastive Language-Image Pretraining

zfxtop

[WIP] fetch top for gen Z with X written by bubbletea enjoyer

Infinite-Storage-Glitch

ISG lets you use YouTube as cloud storage for ANY files, not just video

theseus

A library for differentiable nonlinear optimization

lm-sensors

lm-sensors repository

are_you_still_using_elbow_method

InfoGAN-PyTorch

PyTorch Implementation of InfoGAN

audio-ai-timeline

A timeline of the latest AI models for audio generation, starting in 2023!

Transformer-in-Computer-Vision

A paper list of some recent Transformer-based CV works.

tensordict

TensorDict is a pytorch dedicated tensor container.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

aimlflow

aim-mlflow integration

faceit-rating-system-analysis

An analysis of the rating system in FACEIT (CS:GO)

modelstore

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

act

Run your GitHub Actions locally 🚀

datafusion

Apache DataFusion SQL Query Engine

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

memory-efficient-attention-pytorch

Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"

bleak

A cross platform Bluetooth Low Energy Client for Python using asyncio

PaLM-rlhf-pytorch

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

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.