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president.\"\n\nFind more information on the [website](https://dabl.github.io/).\n\n## Try it out\n\n```\npip install dabl\n```\n\nor [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/dabl/dabl/main)\n\n## Current scope and upcoming features\nThis library is very much still under development. Current code focuses mostly on exploratory visualization and preprocessing.\nThere are also drop-in replacements for GridSearchCV and RandomizedSearchCV using successive halfing.\nThere are preliminary portfolios in the style of\n[POSH\nauto-sklearn](https://ml.informatik.uni-freiburg.de/papers/18-AUTOML-AutoChallenge.pdf)\nto find strong models quickly.  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Using the\n```ProfileReport()``` method, you are able to access a HTML report of your data\nthat can help you find correlations and identify missing data.\n\n`dabl` focuses less on statistical measures of individual columns, and more on\nproviding a quick overview via visualizations, as well as convienient\npreprocessing and model search for machine learning.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdabl%2Fdabl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdabl%2Fdabl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdabl%2Fdabl/lists"}