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Achievement: Starstruckx2Achievement: Arctic Code Vault Contributor

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DenisVorotyntsev/README.md

Hello, I'm Denis 👋

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Recent Talks

  • Two-stage RecSys at Unity Ads: video

  • Explaining ML models in 2020: video, slides

  • AutoGraph: Graphs Meet AutoML: video, slides

  • Problems with ML Interpretability: video, slides

  • Проблемы интерпритации МЛ моделей в табличных задачах (Problems of machine learning interpretability in tabular tasks): video (in Russian), slides

  • Time series met AutoML: video, slides, blog post

  • Under the hood of AutoML: video, slides, blog post

  • Почему вам не стоит участвовать в хакатонах (Why you should't participate in hackathons): video (in Russian), slides

Recent Blog Posts

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  1. CategoricalEncodingBenchmark CategoricalEncodingBenchmark Public

    Benchmarking different approaches for categorical encoding for tabular data

    Jupyter Notebook 171 38

  2. AutoSeries AutoSeries Public

    Public solution for AutoSeries competition

    Python 72 25

  3. Adan Adan Public

    Unofficial implementation of Adan optimizer in Tensorflow

    Jupyter Notebook 14 1

  4. StopPermutingFeatures StopPermutingFeatures Public

    Jupyter Notebook 10 3

  5. lime_experiments lime_experiments Public

    Experiments with LIME

    Jupyter Notebook 4 2