Topic: deep-learning

108,252 repositories

tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

โ˜… 200,650C++Forks 77,992

huggingface/transformers

๐Ÿค— 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.

โ˜… 166,889PythonForks 34,736

rasbt/LLMs-from-scratch

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

โ˜… 105,845Jupyter NotebookForks 16,260

pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

โ˜… 103,594PythonForks 31,028

opencv/opencv

Open Source Computer Vision Library

โ˜… 91,025C++Forks 57,047

d2l-ai/d2l-zh

ใ€ŠๅŠจๆ‰‹ๅญฆๆทฑๅบฆๅญฆไน ใ€‹๏ผš้ขๅ‘ไธญๆ–‡่ฏป่€…ใ€่ƒฝ่ฟ่กŒใ€ๅฏ่ฎจ่ฎบใ€‚ไธญ่‹ฑๆ–‡็‰ˆ่ขซ70ๅคšไธชๅ›ฝๅฎถ็š„500ๅคšๆ‰€ๅคงๅญฆ็”จไบŽๆ•™ๅญฆใ€‚

โ˜… 81,287PythonForks 12,418

dair-ai/Prompt-Engineering-Guide

๐Ÿ™ Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

โ˜… 78,763MDXForks 8,654

labmlai/annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 60+ Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

โ˜… 67,506PythonForks 6,754

ultralytics/ultralytics

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

โ˜… 62,144PythonForks 11,808

ultralytics/yolov5

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

โ˜… 58,104PythonForks 17,459

roboflow/supervision

We write your reusable computer vision tools. ๐Ÿ’œ

โ˜… 51,104PythonForks 4,865

GokuMohandas/Made-With-ML

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

โ˜… 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.

โ˜… 49,100PythonForks 7,763

coqui-ai/TTS

๐Ÿธ๐Ÿ’ฌ - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

โ˜… 46,097PythonForks 6,166

streamlit/streamlit

Streamlit โ€” A faster way to build and share data apps.

โ˜… 45,871PythonForks 4,401

ray-project/ray

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

โ˜… 43,958PythonForks 8,106

gradio-app/gradio

Build and share delightful machine learning apps, all in Python. ๐ŸŒŸ Star to support our work!

โ˜… 43,647PythonForks 3,616

deepspeedai/DeepSpeed

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

โ˜… 43,172PythonForks 5,019

hpcaitech/ColossalAI

Making large AI models cheaper, faster and more accessible

โ˜… 41,442PythonForks 4,495

naptha/tesseract.js

Pure Javascript OCR for more than 100 Languages ๐Ÿ“–๐ŸŽ‰๐Ÿ–ฅ

โ˜… 38,750JavaScriptForks 2,396