Top Python Machine learning repositories on GitHub

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

• nlp
• natural-language-processing
• pytorch
• pytorch-transformers
• transformer
• model-hub

Tensors and Dynamic neural networks in Python with strong GPU acceleration

• neural-network
• autograd
• gpu
• numpy
• deep-learning
• tensor

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

• deep-learning
• book
• notebook
• natural-language-processing
• computer-vision
• machine-learning

Financial data platform for analysts, quants and AI agents.

• python
• machine-learning
• finance
• stocks
• quantitative-finance
• economics

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

• deep-learning
• deep-learning-tutorial
• pytorch
• gan
• transformers
• reinforcement-learning

scikit-learn: machine learning in Python

• machine-learning
• python
• statistics
• data-science
• data-analysis

Deep Learning for humans

• deep-learning
• tensorflow
• neural-networks
• machine-learning
• data-science
• python

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

• yolov3
• yolov5
• object-detection
• pytorch
• onnx
• coreml

Ultralytics YOLO 🚀

• hub
• ultralytics
• yolov8
• yolo
• deep-learning
• image-classification

The world's simplest facial recognition api for Python and the command line

• machine-learning
• face-detection
• face-recognition
• python

Deepfakes Software For All

• faceswap
• face-swap
• deep-learning
• deeplearning
• deep-neural-networks
• deepfakes

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

• airflow
• apache
• apache-airflow
• python
• scheduler
• workflow

Streamlit — A faster way to build and share data apps.

• python
• machine-learning
• data-science
• deep-learning
• data-visualization
• streamlit

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

• machine-learning
• models
• ui
• ui-components
• interface
• python

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

• ray
• distributed
• parallel
• machine-learning
• reinforcement-learning
• deep-learning

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

• deep-learning
• pytorch
• gpu
• machine-learning
• billion-parameters
• data-parallelism

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

• quantitative-finance
• machine-learning
• stock-data
• platform
• finance
• algorithmic-trading

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

• angular
• archiving
• django
• dms
• document-management
• document-management-system

We write your reusable computer vision tools. 💜

• computer-vision
• image-processing
• python
• yolo
• instance-segmentation
• object-detection

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

• chatgpt
• language-model
• rlhf
• ai
• assistant
• discord-bot

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

• natural-language-processing
• data-science
• machine-learning
• python
• cython
• nlp

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.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch
• data-science
• data-mining

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

• python
• deep-learning
• artificial-intelligence
• ai
• pytorch
• data-science

Real-time face swap for PC streaming or video calls

• deepfake
• real-time
• faceswap
• webcam
• streaming
• videocall

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

• ocr
• deep-learning
• crnn
• pytorch
• lstm
• machine-learning