https://github.com/d2l-ai/d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
https://github.com/d2l-ai/d2l-en

book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow

Last synced: about 2 months ago
JSON representation

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• Host: GitHub
• URL: https://github.com/d2l-ai/d2l-en
• Owner: d2l-ai
• License: other
• Created: 2018-10-09T01:04:37.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2024-03-17T03:51:22.000Z (3 months ago)
• Last Synced: 2024-03-17T05:11:08.720Z (3 months ago)
• Topics: book, computer-vision, data-science, deep-learning, gaussian-processes, hyperparameter-optimization, jax, kaggle, keras, machine-learning, mxnet, natural-language-processing, notebook, python, pytorch, recommender-system, reinforcement-learning, tensorflow
• Language: Python
• Homepage: https://D2L.ai
• Size: 303 MB
• Stars: 21,231
• Watchers: 399
• Forks: 4,065
• Open Issues: 119
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

Lists

• my-awesome-stars - d2l-en - framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. | d2l-ai | 19240 | (Python)
• awesome-stars - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (tensorflow)
• awesome-stars - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• my-awesome-stars - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• awesome-from-stars - d2l-ai/d2l-en - framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (HarmonyOS / Windows Manager)
• awesome-keras - D2L.ai - An interactive deep learning book with multi-framework code, math, and discussions. <!--lint disable double-link--> (Examples/Notebooks)
• awesome-stars - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• awesome-stars - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• awesome-stars - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• my-awesome - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• awesome-stars - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• awesome-stars - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• awesome - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• awesome-stars - d2l-en - framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. | d2l-ai | 21985 | (Python)
• awesome-cv - d2l-en - framework code, math, and discussions. Adopted at 200 universities (Misc / Tags: Object Classification `[ObjCls]`, Object Detection `[ObjDet]`, Object Segmentation `[ObjSeg]`, General Library `[GenLib]`, Text Reading / Object Character Recognition `[OCR]`, Action Recognition `[ActRec]`, Object Tracking `[ObjTrk]`, Data Augmentation `[DatAug]`, Simultaneous Localization and Mapping `[SLAM]`, Outlier/Anomaly/Novelty Detection `[NvlDet]`, Content-based Image Retrieval `[CBIR]`, Image Enhancement `[ImgEnh]`, Aesthetic Assessment `[AesAss]`, Explainable Artificial Intelligence `[XAI]`, Text-to-Image Generation `[TexImg]`, Pose Estimation `[PosEst]`, Video Matting `[VidMat]`, Eye Tracking `[EyeTrk]`)
• awesome-stars - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• awesome-stars - d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. (Python)
• awesome-stars - d2l-en - framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. | d2l-ai | 22151 | (Python)