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drivendataorg

37 indexed repositories · View on GitHub

• cookiecutter-data-science

  A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

  Python · 10057 stars

• cloudpathlib

  Python pathlib-style classes for cloud storage services such as Amazon S3, Azure Blob Storage, and Google Cloud Storage.

  Python · 628 stars

• erdantic

  Entity relationship diagrams for Python data model classes like Pydantic

  Python · 419 stars

• deon

  A command line tool to easily add an ethics checklist to your data science projects.

  Python · 309 stars

• box-plots-sklearn

  An implementation of some of the tools used by the winner of the box plots competition using scikit-learn.

  Jupyter Notebook · 296 stars

• zamba

  A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos an...

  Python · 163 stars

• open-cities-ai-challenge

  Winners of the Open Cities AI Challenge competition

  Jupyter Notebook · 125 stars

• nbautoexport

  Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.

  Python · 87 stars

• pandas-path

  Use pathlib syntax to easily work with Pandas series containing file paths.

  Python · 76 stars

• hateful-memes

  69 stars

• snomed-ct-entity-linking

  Winners of the SNOMED CT Entity Linking Challenge

  Python · 57 stars

• stac-overflow

  Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition

  Jupyter Notebook · 52 stars

• cyfi

  Estimate cyanobacteria density based on Sentinel-2 satellite imagery

  Python · 35 stars

• box-plots-for-education

  Competition results for Box-plots for Education https://www.drivendata.org/competitions/4/

  HTML · 25 stars

• power-laws-cold-start

  Jupyter Notebook · 25 stars

• tissuenet-cervical-biopsies

  Winners of the TissueNet: Detect Lesions in Cervical Biopsies competition

  Python · 22 stars

• wind-dependent-variables

  Winners of the Wind-dependent Variables: Predict Wind Speeds of Tropical Storms competition

  Python · 21 stars

• drivendata-submission-validator

  Simple validator for submissions to DrivenData competitions

  Python · 19 stars

• pose-bowl-spacecraft-challenge

  Winning solutions from the Pose Bowl: Spacecraft Detection and Pose Estimation Challenge

  Jupyter Notebook · 17 stars

• repro-zipfile

  A tiny, zero-dependency replacement for Python's zipfile.ZipFile for creating reproducible/deterministic ZIP archives.

  Python · 17 stars

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