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Capital One

We’re an open source-first organization — actively using, contributing to and managing open source software projects.

Pinned

  1. DataProfiler DataProfiler Public

    What's in your data? Extract schema, statistics and entities from datasets

    Python 1.4k 157

  2. datacompy datacompy Public

    Pandas, Polars, and Spark DataFrame comparison for humans and more!

    Python 418 124

  3. locopy locopy Public

    locopy: Loading/Unloading to Redshift and Snowflake using Python.

    Python 102 46

  4. rubicon-ml rubicon-ml Public

    Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!

    Jupyter Notebook 124 30

  5. dataCompareR dataCompareR Public

    dataCompareR is an R package that allows users to compare two datasets and view a report on the similarities and differences.

    R 75 25

  6. global-attribution-mapping global-attribution-mapping Public

    GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulations

    Python 32 23

Repositories

Showing 10 of 45 repositories
  • rubicon-ml Public

    Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!

    capitalone/rubicon-ml’s past year of commit activity
    Jupyter Notebook 124 Apache-2.0 30 9 2 Updated Jun 25, 2024
  • federated-model-aggregation Public

    The Federated Model Aggregation (FMA) Service is a collection of installable python components that make up the generic workflow/infrastructure needed for federated learning.

    capitalone/federated-model-aggregation’s past year of commit activity
    Python 27 Apache-2.0 11 18 (1 issue needs help) 1 Updated Jun 24, 2024
  • datacompy Public

    Pandas, Polars, and Spark DataFrame comparison for humans and more!

    capitalone/datacompy’s past year of commit activity
    Python 418 Apache-2.0 124 10 (3 issues need help) 1 Updated Jun 22, 2024
  • locopy Public

    locopy: Loading/Unloading to Redshift and Snowflake using Python.

    capitalone/locopy’s past year of commit activity
    Python 102 Apache-2.0 46 5 (1 issue needs help) 0 Updated Jun 21, 2024
  • acronym-decoder Public

    Acronym Decoder

    capitalone/acronym-decoder’s past year of commit activity
    TypeScript 43 Apache-2.0 26 0 4 Updated Jun 21, 2024
  • global-attribution-mapping Public

    GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulations

    capitalone/global-attribution-mapping’s past year of commit activity
    Python 32 Apache-2.0 23 8 0 Updated Jun 17, 2024
  • DataProfiler Public

    What's in your data? Extract schema, statistics and entities from datasets

    capitalone/DataProfiler’s past year of commit activity
    Python 1,377 Apache-2.0 157 63 (8 issues need help) 4 Updated Jun 16, 2024
  • ablation Public

    Evaluating XAI methods through ablation studies.

    capitalone/ablation’s past year of commit activity
    Python 15 Apache-2.0 5 1 0 Updated Jun 15, 2024
  • synthetic-data Public

    Generating complex, nonlinear datasets appropriate for use with deep learning/black box models which 'need' nonlinearity


    capitalone/synthetic-data’s past year of commit activity
    Python 42 Apache-2.0 27 3 1 Updated Jun 12, 2024
  • edgetest-hub Public

    hub plugin for edgetest

    capitalone/edgetest-hub’s past year of commit activity
    Python 2 Apache-2.0 5 1 1 Updated Apr 19, 2024