Topic: machine-learning

249,570 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.

★ 171,797HTMLForks 22,023

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.

★ 166,888PythonForks 34,736

rasbt/LLMs-from-scratch

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

★ 105,844Jupyter NotebookForks 16,260

pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

★ 103,593PythonForks 31,028

microsoft/ML-For-Beginners

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

★ 91,184Jupyter NotebookForks 22,528

mlabonne/llm-course

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

★ 83,260Forks 9,690

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。

★ 81,287PythonForks 12,418

netdata/netdata

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

★ 80,773GoForks 6,646

openbq-org/OpenBB

Open Data Platform for analysts, quants and AI agents.

★ 73,719PythonForks 7,633

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, ... 🧠

★ 67,506PythonForks 6,754

ultralytics/ultralytics

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

★ 62,144PythonForks 11,807

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.

★ 58,864Jupyter NotebookForks 1,501

ageitgey/face_recognition

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

★ 56,789PythonForks 13,680

GokuMohandas/Made-With-ML

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

★ 49,670Jupyter NotebookForks 7,803

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.

★ 49,100PythonForks 7,763

apache/airflow

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

★ 47,015PythonForks 17,938

paperless-ngx/paperless-ngx

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

★ 46,213PythonForks 3,201

streamlit/streamlit

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

★ 45,871PythonForks 4,401