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Automunge

Artificial Learning, Intelligent Machines

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  • Automunge on the web
  • Validations with Automunge

    Validations with Automunge

    Stable version release 8.29
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Aug 5
    DataPerf ML with Automunge

    DataPerf ML with Automunge

    ICML 2022, DataPerf Workshop
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Jun 14
    Feature Encodings for Gradient Boosting with Automunge

    Feature Encodings for Gradient Boosting with Automunge

    Cooling off on One Hot Encoding
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Mar 15
    Troubleshooting with Automunge

    Troubleshooting with Automunge

    Getting to the root of the matter
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Feb 23
    The Pitch.

    The Pitch.

    Automunge pitch deck 2022
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Jan 20
    Noise Injection Benchmarks

    Noise Injection Benchmarks

    The fine print
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Nov 17, 2021
    Data-Centric AI with Automunge

    Data-Centric AI with Automunge

    NeurIPS 2021 Workshop Poster
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Oct 26, 2021
    Drift Reporting with Automunge

    Drift Reporting with Automunge

    The only constants are laws of nature
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Oct 19, 2021
    Noise Injections with Automunge

    Noise Injections with Automunge

    Determinism is overrated
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Oct 17, 2021
    Custom ML Infill with Automunge

    Custom ML Infill with Automunge

    All learners are welcome
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Oct 7, 2021
    Private Encodings with Automunge

    Private Encodings with Automunge

    Introducing anonymized dataframes
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Oct 5, 2021
    Tabular Engineering with Automunge

    Tabular Engineering with Automunge

    It’s what we do
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Sep 18, 2021
    Custom Transformations with Automunge

    Custom Transformations with Automunge

    Because sometimes you want to drive the car yourself
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Aug 16, 2021
    A Library of Contributions

    A Library of Contributions

    The full scope of Automunge
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Aug 14, 2021
    A New Kind of Data

    A New Kind of Data

    Bit width defender
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Jul 20, 2021
    Data Structure

    Data Structure

    From my family tree to yours
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Jul 14, 2021
    The Pitch

    The Pitch

    If you believe the impossible, the incredible can come true.
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Jun 15, 2021
    Missing Data Infill with Automunge

    Missing Data Infill with Automunge

    The Preprint
    Go to the profile of Nicholas Teague
    Nicholas Teague
    May 21, 2021
    Competing with Automunge

    Competing with Automunge

    Competition is healthy
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Apr 20, 2021
    Oversampling with Automunge

    Oversampling with Automunge

    2 + 2 > 2 + 1
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Mar 29, 2021
    Missing Data Infill with Automunge

    Missing Data Infill with Automunge

    An ML infill validation
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Feb 26, 2021
    Open Source Blogging with Automunge

    Open Source Blogging with Automunge

    Better than arXiv
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Feb 24, 2021
    Hashed Categoric Encodings with Automunge

    Hashed Categoric Encodings with Automunge

    High cardinality, low overhead
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Dec 23, 2020
    Thank you for your feedback

    Thank you for your feedback

    In which we argue our case
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Nov 29, 2020
    Automunge Inplace

    Automunge Inplace

    It’s both here and there
    Go to the profile of Nicholas Teague
    Nicholas Teague
    Oct 30, 2020
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