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@anthology-of-data-science Anthology of Data Science

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    16 repositories

    • anthology-of-data-science.github.io

      Public
      Source code of https://anthology-of-data.science
      Jupyter Notebook
      •0•0•0•0•Updated Dec 5, 2024Dec 5, 2024

    • lecture-gam-ebm

      Public
      Lecture notes from 1-hour workshop on General Additive Models and Explainable Boosting Machines
      SCSS
      •0•0•0•0•Updated Sep 10, 2024Sep 10, 2024

    • template-quarto-reveal

      Public template
      SCSS
      •0•0•0•0•Updated Sep 9, 2024Sep 9, 2024

    • .github

      Public
      0•0•0•0•Updated Sep 8, 2024Sep 8, 2024

    • lecture-composable-data-stack

      Public
      Slides for a 3-hour lecture on modern data engineering
      JavaScript
      •
      MIT License
      •1•0•0•0•Updated Sep 8, 2024Sep 8, 2024

    • ISLP_labs

      Public
      Up-to-date version of labs for ISLP
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •463•0•0•0•Updated Jul 16, 2024Jul 16, 2024

    • ibis-analytics

      Public
      Ibis analytics, with Ibis (and more!)
      Python
      •
      MIT License
      •8•0•0•0•Updated Jun 26, 2024Jun 26, 2024

    • quarto-revealjs-clean

      Public
      A minimalist and elegant presentation theme for Quarto Reveal.js
      HTML
      •
      MIT License
      •46•0•0•0•Updated Jun 16, 2024Jun 16, 2024

    • timeseries-forecasting

      Public
      Redirect to Forecasting: Principles and Practice (3rd edition)
      HTML
      •0•0•0•0•Updated Apr 11, 2024Apr 11, 2024

    • pydata-book

      Public
      Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
      Jupyter Notebook
      •
      Other
      •15k•0•0•0•Updated Apr 11, 2024Apr 11, 2024

    • interpretable-ml-book

      Public
      Book about interpretable machine learning
      Jupyter Notebook
      •
      Other
      •1.1k•0•0•0•Updated Apr 11, 2024Apr 11, 2024

    • udlbook

      Public
      Understanding Deep Learning - Simon J.D. Prince
      Jupyter Notebook
      •
      Other
      •1.4k•0•0•0•Updated Apr 10, 2024Apr 10, 2024

    • handson-ml3

      Public
      A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
      Jupyter Notebook
      •
      Apache License 2.0
      •3.3k•0•0•0•Updated Apr 2, 2024Apr 2, 2024

    • visualization-curriculum

      Public
      A data visualization curriculum of interactive notebooks.
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •262•0•0•0•Updated Feb 27, 2024Feb 27, 2024

    • ISLP

      Public
      ISLP package: data and code for labs
      Python
      •49•0•0•0•Updated Oct 17, 2023Oct 17, 2023

    • quarto-presentation-arrow-dplyr

      Public
      A quick lightning talk on using arrow and dplyr together
      HTML
      •10•0•0•0•Updated Jun 3, 2022Jun 3, 2022