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

Star192k

An Open Source Machine Learning Framework for Everyone

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

UpdatedOct 7, 2025
C++

AUTOMATIC1111 /stable-diffusion-webui

Star157k

Stable Diffusion web UI

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

UpdatedOct 7, 2025
Python

huggingface /transformers

Star151k

🤗 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

UpdatedOct 7, 2025
Python

pytorch /pytorch

Star93.7k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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

UpdatedOct 7, 2025
Python

opencv /opencv

Sponsor

Star84.4k

Open Source Computer Vision Library

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

UpdatedOct 6, 2025
C++

rasbt /LLMs-from-scratch

Star74.7k

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

python machine-learning ai deep-learning pytorch artificial-intelligence transformer gpt language-model from-scratch large-language-models llm chatgpt

UpdatedOct 7, 2025
Jupyter Notebook

d2l-ai /d2l-zh

Star72.9k

《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

Star70k

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

UpdatedOct 2, 2025

infiniflow /ragflow

Star65.6k

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

agent ai deep-learning mcp multi-agent openai document-parser ai-search rag document-understanding llm agentic retrieval-augmented-generation ollama deepseek graphrag agentic-workflow agentic-ai deepseek-r1 deep-research

UpdatedOct 3, 2025
TypeScript

keras-team /keras

Star63.5k

Deep Learning for humans

python data-science machine-learning deep-learning tensorflow pytorch neural-networks jax

UpdatedOct 6, 2025
Python

labmlai /annotated_deep_learning_paper_implementations

Star63.4k

🧑‍🏫 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