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ITO Takafumi's Projects

causality icon causality

『統計的因果推論の理論と実装』(共立出版)で使用したデータです.Codeをクリックして,Download ZIPをクリックすればダウンロードできます.書籍の情報はこちらです.https://www.kyoritsu-pub.co.jp/bookdetail/9784320112452

githubio_hub icon githubio_hub

github.ioで公開しているノートを全部まとめたところ

gpboost icon gpboost

Combining tree-boosting with Gaussian process and mixed effects models

lightweight_mmm icon lightweight_mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

robyn icon robyn

Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency a

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