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deep-learning · GitHub Topics · GitHub

https://github.com/topics/deep-learning

Deep learning

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Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

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tensorflow / tensorflow

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An Open Source Machine Learning Framework for Everyone

Updated Sep 2, 2026
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AUTOMATIC1111 / stable-diffusion-webui

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Stable Diffusion web UI

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

Updated Mar 2, 2026
Python

[transformers]

huggingface / transformers

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🤗 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

Updated Sep 2, 2026
Python

[LLMs-from-scratch]

rasbt / LLMs-from-scratch

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

python machine-learning natural-language-processing ai deep-learning tokenizer transformers pytorch artificial-intelligence gpt language-model attention-mechanism from-scratch finetuning pretraining large-language-models llm generative-ai instruction-tuning

Updated Sep 1, 2026
Jupyter Notebook

pytorch / pytorch

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Tensors and Dynamic neural networks in Python with strong GPU acceleration

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

Updated Sep 2, 2026
Python

opencv / opencv

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

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Open Source Computer Vision Library

Updated Sep 2, 2026
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Developer-Y / cs-video-courses

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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

Updated Aug 30, 2026

d2l-ai / d2l-zh

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《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

Updated Jul 30, 2024
Python

dair-ai / Prompt-Engineering-Guide

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

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

Updated Mar 11, 2026
MDX

[AI-For-Beginners]

microsoft / AI-For-Beginners

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12 Weeks, 24 Lessons, AI for All!

nlp machine-learning ai computer-vision deep-learning cnn artificial-intelligence gan rnn microsoft-for-beginners

Updated Jul 21, 2026
Jupyter Notebook

[annotated_deep_learning_paper_implementations]

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

Updated Jan 22, 2026
Python

keras-team / keras

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Deep Learning for humans

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

Updated Sep 2, 2026
Python

[ultralytics]

ultralytics / ultralytics

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

python tracking machine-learning computer-vision deep-learning pytorch yolo image-classification object-detection object-tracking semantic-segmentation pose-estimation instance-segmentation ultralytics rotated-object-detection yolov8 segment-anything yolo-world yolo11 yolo26

Updated Sep 2, 2026
Python

[Real-Time-Voice-Cloning]

CorentinJ / Real-Time-Voice-Cloning

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Clone a voice in 5 seconds to generate arbitrary speech in real-time

python deep-learning tensorflow pytorch tts voice-cloning

Updated Mar 9, 2026
Python

[yolov5]

ultralytics / yolov5

Star 58k

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

computer-vision deep-learning inference pytorch yolo image-classification object-detection tensorrt instance-segmentation model-training coreml onnx model-export tflite yolov5 ultralytics

Updated Sep 1, 2026
Python

deepfakes / faceswap

machine-learning deep-neural-networks deep-learning faceswap neural-networks face-swap deeplearning neural-nets deepface deepfakes fakeapp deep-face-swap openfaceswap myfakeapp

Star 57.5k

Deepfakes Software For All

Updated Aug 5, 2026
Python

[ai-engineering-from-scratch]

rohitg00 / ai-engineering-from-scratch