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Repositories in this selection 11 · UTC 2026-11-04
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1—Dd2l-ai / d2l-enInteractive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.PythonNOASSERTION · Restricted / unknownInsufficient rank history29,9875,151——2024-08-18
2—Ddonnemartin / data-science-ipython-notebooksData science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.PythonNOASSERTION · Restricted / unknownInsufficient rank history29,3867,999——2024-03-20
3—DDrewThomasson / ebook2audiobookGenerate audiobooks from e-books, 50+ TTS engines with voice cloning and 1696 languages!PythonApache-2.0 · PermissiveInsufficient rank history20,4831,746——2026-10-06
4—Llightgbm-org / LightGBMA fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.C++MIT · PermissiveInsufficient rank history18,9474,100——2026-11-02
5—MMikoto10032 / DeepLearningDeep Learning Tutorial, Excellent Articles, Deep Learning TutorialJupyter NotebookApache-2.0 · PermissiveInsufficient rank history17,8723,881——2022-04-21
6—Mmilesial / Pytorch-UNetPyTorch implementation of the U-Net for image semantic segmentation with high quality imagesPythonGPL-3.0 · Share derivative sourceInsufficient rank history11,7472,772——2024-08-11
7—Aapachecn / InterviewInterview = resume guide + algorithm questions + eight-part essay + source code analysisJupyter NotebookNOASSERTION · Restricted / unknownInsufficient rank history8,9842,137——2023-10-20
8—Ffaridrashidi / kaggle-solutions🏅 Collection of Kaggle Solutions and Ideas 🏅AstroMIT · PermissiveInsufficient rank history6,5492,341——2026-10-06
9—Ddatawhalechina / competition-baselineData mining, computer vision, natural language processing, recommendation system competition knowledge, code, ideasJupyter NotebookGPL-3.0 · Share derivative sourceInsufficient rank history4,7771,078——2026-07-22
10—Ggirls-in-ai / Girls-In-AIFree coding series: Introduction to Python for beginners, data analysis for data analysts, machine learning, deep learning, Kaggle practical applications.Jupyter NotebookUnknown · Restricted / unknownInsufficient rank history3,422495——2019-07-05
11—Pperpetual-ml / perpetualPerpetual is a high-performance gradient boosting machine. It delivers optimal accuracy in a single run without complex tuning through a simple budget parameter. It features out-of-the-box support for causal ML, continual learning, native calibration, and robust drift monitoring, along with Rust core and zero-copy bindings for Python and RRustApache-2.0 · PermissiveInsufficient rank history71642——2026-10-24
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