Topic: machine-learning

252,383 repositories

f/prompts.chat

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

★ 172,349HTMLForks 22,056

huggingface/transformers

🤗 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.

★ 167,047PythonForks 34,765

rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

★ 106,200Jupyter NotebookForks 16,337

pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

★ 103,871PythonForks 31,611

microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

★ 91,336Jupyter NotebookForks 22,573

mlabonne/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

★ 83,329Forks 9,696

d2l-ai/d2l-zh

《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。

★ 81,459PythonForks 12,420

netdata/netdata

The fastest path to AI-powered full stack observability, even for lean teams.

★ 80,839GoForks 6,657

openbq-org/OpenBB

Open Data Platform for analysts, quants and AI agents.

★ 73,958PythonForks 7,640

labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

★ 67,537PythonForks 6,756

ultralytics/ultralytics

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

★ 62,288PythonForks 11,835

pathwaycom/llm-app

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

★ 58,827Jupyter NotebookForks 1,504

ageitgey/face_recognition

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

★ 56,806PythonForks 13,675

GokuMohandas/Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

★ 49,701Jupyter NotebookForks 7,808

microsoft/qlib

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.

★ 49,213PythonForks 7,768

apache/airflow

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

★ 47,105PythonForks 17,979

paperless-ngx/paperless-ngx

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

★ 46,370PythonForks 3,206

streamlit/streamlit

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

★ 45,914PythonForks 4,408