Top #learning Tools & Software

paperless-ngx

github

A community-supported supercharged document management system: scan, index and archive all your documents

supervision

github

We write your reusable computer vision tools. 💜

GFPGAN

github

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Open-Assistant

github

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

MockingBird

github

🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time

pytorch-image-models

github

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

mediapipe

github

Cross-platform, customizable ML solutions for live and streaming media.

spaCy

github

💫 Industrial-strength Natural Language Processing (NLP) in Python

diffusers

github

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

pytorch-tutorial

github

PyTorch Tutorial for Deep Learning Researchers

ML-From-Scratch

github

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

pytorch-lightning

github

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

DeepFaceLive

github

Real-time face swap for PC streaming or video calls

stanford_alpaca

github

Code and documentation to train Stanford's Alpaca models, and generate the data.

EasyOCR

github

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

data-science-ipython-notebooks

github

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

d2l-en

github

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

spleeter

github

Deezer source separation library including pretrained models.

so-vits-svc

github

SoftVC VITS Singing Voice Conversion

serve

github

☁️ Build multimodal AI applications with cloud-native stack

awesome-mlops

github

A curated list of references for MLOps

LangGPT

github

LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树

tpot

github

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

autoscraper

github

A Smart, Automatic, Fast and Lightweight Web Scraper for Python