Deep learning

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Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.

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tensorflow /tensorflow

Star194k

An Open Source Machine Learning Framework for Everyone

python machine-learning deep-neural-networks deep-learning neural-network tensorflow ml distributed

UpdatedFeb 20, 2026
C++

AUTOMATIC1111 /stable-diffusion-webui

Star161k

Stable Diffusion web UI

web ai deep-learning torch pytorch unstable image-generation gradio diffusion upscaling text2image image2image img2img ai-art txt2img stable-diffusion

UpdatedDec 18, 2025
Python

huggingface /transformers

Star157k

🤗 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.

audio python nlp machine-learning natural-language-processing deep-learning pytorch transformer speech-recognition glm pretrained-models hacktoberfest gemma vlm pytorch-transformers model-hub llm qwen deepseek

UpdatedFeb 20, 2026
Python

pytorch /pytorch

Star97.6k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

python machine-learning deep-learning neural-network gpu numpy autograd tensor

UpdatedFeb 20, 2026
Python

opencv /opencv

Sponsor

Star86.2k

Open Source Computer Vision Library

opencv c-plus-plus computer-vision deep-learning image-processing

UpdatedFeb 18, 2026
C++

rasbt /LLMs-from-scratch

Star85.6k

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

python machine-learning ai deep-learning chatbot transformers pytorch artificial-intelligence neural-networks gpt language-model from-scratch large-language-models llm generative-ai chatgpt

UpdatedFeb 19, 2026
Jupyter Notebook

d2l-ai /d2l-zh

Star75.7k

《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。

python machine-learning natural-language-processing computer-vision deep-learning book notebook chinese

UpdatedJul 30, 2024
Python

Developer-Y /cs-video-courses

Star74.2k

List of Computer Science courses with video lectures.

computer-science security machine-learning bioinformatics web-development reinforcement-learning computer-vision deep-learning algorithms robotics computational-biology databases embedded-systems systems computational-physics quantum-computing computer-architecture database-systems

UpdatedFeb 19, 2026

dair-ai /Prompt-Engineering-Guide

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Star70.6k

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

agent deep-learning openai language-model agents ai-agents rag prompt-engineering llms generative-ai chatgpt

UpdatedFeb 1, 2026
MDX

labmlai /annotated_deep_learning_paper_implementations

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🧑‍🏫 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, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks literate-programming attention lora deep-learning-tutorial optimizers