5hirish / dabl

Data Analysis Baseline Library

dabl

The data analysis baseline library.

• "Mr Sanchez, are you a data scientist?"
• "I dabl, Mr president."

Warning

This is pre-alpha software and is still very-much in flux.

Current scope and upcoming features

This library is very much still under development. Current code focusses mostly on exploratory visualiation and preprocessing. There are also drop-in replacements for GridSearchCV and RandomizedSearchCV using successive halfing. The next step in the development will be adding portfolios in the style of POSH auto-sklearn to find strong models quickly. In essence that boils down to a quick search over different gradient boosting models and other tree ensembles and potentially kernel methods.

Stay Tuned!