Deep learning

Deep Learning is an artificial neural network composed of many layers.

There are 81,606 repositories under deep-learning topic.

tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow
Language:C++ 192331
AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
ai ai-art deep-learning diffusion gradio image-generation image2image img2img pytorch stable-diffusion text2image torch txt2img unstable upscaling web
Language:Python 157908
transformers
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.
audio deep-learning deepseek gemma glm hacktoberfest llm machine-learning model-hub natural-language-processing nlp pretrained-models python pytorch pytorch-transformers qwen speech-recognition transformer vlm
Language:Python 152220
pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
neural-network autograd gpu numpy deep-learning tensor python machine-learning
Language:Python 94796
opencv / opencv
Open Source Computer Vision Library
c-plus-plus computer-vision deep-learning image-processing opencv
Language:C++ 84786
LLMs-from-scratch
rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
ai artificial-intelligence chatbot chatgpt deep-learning from-scratch generative-ai gpt language-model large-language-models llm machine-learning neural-networks python pytorch transformers
Language:Jupyter Notebook 78121
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。
book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python
Language:Python 73699
Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
algorithms bioinformatics computational-biology computational-physics computer-architecture computer-science computer-vision database-systems databases deep-learning embedded-systems machine-learning quantum-computing reinforcement-learning robotics security systems web-development
70153
infiniflow / ragflow
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 agentic agentic-ai agentic-workflow ai ai-search deep-learning deep-research deepseek deepseek-r1 document-parser document-understanding graphrag llm mcp multi-agent ollama openai rag retrieval-augmented-generation
Language:TypeScript 67267
dair-ai / Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
agent agents ai-agents chatgpt deep-learning generative-ai language-model llms openai prompt-engineering rag
Language:MDX 66090
annotated_deep_learning_paper_implementations
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, ... 🧠
attention deep-learning deep-learning-tutorial gan literate-programming lora machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers
Language:Python 64176
keras-team / keras
Deep Learning for humans
data-science deep-learning jax machine-learning neural-networks python pytorch tensorflow
Language:Python 63537
Real-Time-Voice-Cloning
CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
deep-learning python pytorch tensorflow tts voice-cloning
Language:Python 58784
yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
coreml deep-learning ios machine-learning ml object-detection onnx pytorch tflite ultralytics yolo yolov3 yolov5
Language:Python 55951
deepfakes / faceswap
Deepfakes Software For All
deep-face-swap deep-learning deep-neural-networks deepface deepfakes deeplearning face-swap faceswap fakeapp machine-learning myfakeapp neural-nets neural-networks openfaceswap
Language:Python 54674
Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
100-days-of-code-log 100daysofcode deep-learning implementation infographics linear-algebra linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier python scikit-learn siraj-raval siraj-raval-challenge support-vector-machines svm tutorial
48689
ultralytics
ultralytics / ultralytics
Ultralytics YOLO 🚀
hub ultralytics yolov8 yolo deep-learning image-classification machine-learning object-detection pytorch tracking instance-segmentation yolov10 yolo-world yolo11 cli computer-vision python pose-estimation rotated-object-detection segment-anything
Language:Python 48402
Made-With-ML
GokuMohandas / Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
data-engineering data-quality data-science deep-learning distributed-ml distributed-training llms machine-learning mlops natural-language-processing python pytorch ray
Language:Jupyter Notebook 44206
aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
deep-learning examples machine-learning python tensorflow tutorial
Language:Jupyter Notebook 43754
AI-For-Beginners
microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning microsoft-for-beginners nlp rnn
Language:Jupyter Notebook 43630
coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
deep-learning glow-tts hifigan melgan multi-speaker-tts python pytorch speaker-encoder speaker-encodings speech speech-synthesis tacotron text-to-speech tts tts-model vocoder voice-cloning voice-conversion voice-synthesis
Language:Python 43345
streamlit / streamlit
Streamlit — A faster way to build and share data apps.
data-analysis data-science data-visualization deep-learning developer-tools machine-learning python streamlit
Language:Python 42113
ColossalAI
hpcaitech / ColossalAI
Making large AI models cheaper, faster and more accessible
ai big-model data-parallelism deep-learning distributed-computing foundation-models heterogeneous-training hpc inference large-scale model-parallelism pipeline-parallelism
Language:Python 41227
deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero
Language:Python 40633
gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
data-analysis data-science data-visualization deep-learning deploy gradio gradio-interface interface machine-learning models python python-notebook ui ui-components
Language:Python 40441
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.
data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search large-language-models llm llm-inference llm-serving machine-learning optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow
Language:Python 39710
floodsung / Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deep-learning
Language:Python 39359
tesseract.js
naptha / tesseract.js
Pure Javascript OCR for more than 100 Languages 📖🎉🖥
deep-learning javascript ocr tesseract webassembly
Language:JavaScript 37450
GFPGAN
TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution
Language:Python 37197
MockingBird
babysor / MockingBird
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
ai deep-learning pytorch speech text-to-speech tts
Language:Python 36741
supervision
roboflow / supervision
We write your reusable computer vision tools. 💜
classification coco computer-vision deep-learning hacktoberfest image-processing instance-segmentation low-code machine-learning metrics object-detection oriented-bounding-box pascal-voc python pytorch tensorflow tracking video-processing yolo
Language:Python 35839
BVLC / caffe
Caffe: a fast open framework for deep learning.
deep-learning machine-learning vision
Language:C++ 34717
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.
algorithmic-trading auto-quant deep-learning finance fintech investment machine-learning paper platform python quant quant-dataset quant-models quantitative-finance quantitative-trading research research-paper stock-data
Language:Python 33459
openpose
CMU-Perceptual-Computing-Lab / openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
caffe computer-vision cpp cvpr-2017 deep-learning face foot-estimation hand-estimation human-behavior-understanding human-pose human-pose-estimation keypoint-detection keypoints machine-learning multi-person opencv openpose pose pose-estimation real-time
Language:C++ 33404
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
natural-language-processing data-science machine-learning python cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning named-entity-recognition entity-linking text-classification tokenization
Language:Python 32773
yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
deep-learning neural-networks pytorch pytorch-tutorial
Language:Python 31898