1 repo
Awesome GitHub RepositoriesInteractive Data Science
Tools for performing data analysis within executable documents.
Distinguishing note: Focuses on the interactive workflow rather than static data processing.
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Awesome Interactive Data Science GitHub Repositories
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- fastai/fastbook
fastai/fastbook
24,587View on GitHubThis project is an interactive educational textbook and comprehensive machine learning resource designed for deep learning education. It provides a structured curriculum that combines narrative prose with executable code, utilizing literate programming to create reproducible learning experiences within a collection of Jupyter Notebooks. The repository distinguishes itself by teaching machine learning through applied research and modular design. It demonstrates a callback-driven training loop, a declarative data-block pipeline, and a layered abstraction API that allows users to transition betw
Enables interactive data analysis through live code and visual outputs.
Jupyter Notebookbookdata-sciencedeep-learning
