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@d2l-ai Dive into Deep Learning (D2L.ai)

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    50 repositories

    • d2l-en

      Public
      Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard,…
      pythondata-sciencemachine-learningnatural-language-processingreinforcement-learningcomputer-visiondeep-learningmxnetbooknotebook
      Python
      •
      Other
      •4.9k•28k•118•64•Updated Aug 18, 2024Aug 18, 2024

    • d2l-zh

      Public
      《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。
      pythonmachine-learningnatural-language-processingcomputer-visiondeep-learningbooknotebookchinese
      Python
      •
      Apache License 2.0
      •12k•75k•1•120•Updated Jul 30, 2024Jul 30, 2024

    • d2l-pt

      Public
      Livro Interativo de Deep Learning com Multiplos Frameworks, Conceitos Matemáticos e Discussões
      Python
      •
      Other
      •12•60•0•2•Updated Mar 18, 2024Mar 18, 2024

    • d2l-ko

      Public
      한글 번역이 진행 중 입니다 | Dive into Deep Learning. With code, math, and discussions.
      Python
      •
      Other
      •59•146•3•6•Updated Mar 18, 2024Mar 18, 2024

    • d2l-book

      Public
      Books with Jupyter notebooks
      Python
      •
      Apache License 2.0
      •109•262•18•4•Updated Dec 12, 2023Dec 12, 2023

    • d2l-pytorch-slides

      Public
      Automatically Generated Notebook Slides
      Jupyter Notebook
      •87•247•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-tensorflow-sagemaker

      Public
      Jupyter Notebook
      •11•6•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-jax-sagemaker

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-en-sagemaker

      Public
      Automatically Generated Notebooks for Sagemaker
      Jupyter Notebook
      •9•18•1•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-pytorch-sagemaker

      Public
      Automatically Generated Notebook for Sagemaker
      Jupyter Notebook
      •21•33•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-tensorflow-colab

      Public
      Automatically Generated Notebooks for Colab
      Jupyter Notebook
      •18•39•1•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-jax-colab

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •4•1•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-en-colab

      Public
      Automatically Generated Notebooks for Colab
      Jupyter Notebook
      •52•51•1•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-pytorch-colab

      Public
      Automatically Generated Notebooks for Colab
      Jupyter Notebook
      •61•74•3•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-zh-pytorch-slides

      Public
      Pytorch版代码幻灯片
      Jupyter Notebook
      •171•769•0•1•Updated Aug 18, 2023Aug 18, 2023

    • d2l-zh-paddle-sagemaker

      Public
      Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker
      Jupyter Notebook
      •
      Apache License 2.0
      •0•1•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-zh-tensorflow-sagemaker

      Public
      Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker
      Jupyter Notebook
      •6•2•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-zh-pytorch-sagemaker

      Public
      Automatically Generated d2l-zh PyTorch Notebooks for SageMaker
      Jupyter Notebook
      •9•9•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-zh-sagemaker

      Public
      Automatically Generated d2l-zh Notebooks for SageMaker
      Jupyter Notebook
      •5•1•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-zh-paddle-colab

      Public
      Automatically Generated d2l-zh PyTorch Notebooks for Colab
      Jupyter Notebook
      •
      Apache License 2.0
      •0•3•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-zh-tensorflow-colab

      Public
      Automatically Generated d2l-zh TensorFlow Notebooks for Colab
      Jupyter Notebook
      •11•13•1•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-zh-pytorch-colab

      Public
      Automatically Generated d2l-zh PyTorch Notebooks for Colab
      Jupyter Notebook
      •56•64•0•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-zh-colab

      Public
      Automatically Generated d2l-zh Notebooks for Colab
      Jupyter Notebook
      •15•19•2•0•Updated Aug 18, 2023Aug 18, 2023

    • d2l-ja

      Public
      Japanese translation of Dive into Deep Learning
      Python
      •
      Other
      •18•32•1•1•Updated Apr 27, 2023Apr 27, 2023

    • d2l-tr

      Public
      Kod, matematik, çoklu-çerçeveler ve tartışmalar içeren etkileşimli derin öğrenme kitabı. 55 ülkede Stanford, MIT, Harvard, and Cambridge dahil 300 üniversitede…
      derin-ogrenmemakine-ogrenmesidogal-dil-islemeveri-bilimibilgisayarla-gorme
      Python
      •
      Other
      •22•145•0•1•Updated Feb 27, 2023Feb 27, 2023

    • d2l-book-deploy-demo

      Public
      CSS
      •6•4•0•0•Updated Jan 12, 2023Jan 12, 2023

    • d2l-pytorch-slides-classic

      Public
      Automatically Generated Notebook Slides for https://classic.d2l.ai/
      Jupyter Notebook
      •1•3•0•0•Updated Nov 13, 2022Nov 13, 2022

    • d2l-tensorflow-sagemaker-classic

      Public
      Automatically Generated Sagemaker Notebooks for https://classic.d2l.ai/
      Jupyter Notebook
      •0•0•0•0•Updated Nov 13, 2022Nov 13, 2022

    • d2l-pytorch-sagemaker-classic

      Public
      Automatically Generated Sagemaker Notebooks for https://classic.d2l.ai/
      Jupyter Notebook
      •0•0•0•0•Updated Nov 13, 2022Nov 13, 2022

    • d2l-en-sagemaker-classic

      Public
      Automatically Generated Sagemaker Notebooks for https://classic.d2l.ai/
      Jupyter Notebook
      •0•0•0•0•Updated Nov 13, 2022Nov 13, 2022