tabular-trees
Introduction
Tabular-trees is a package for making analysis on tree-based models easier.
Tree based models (specifically GBMs) from xgboost, lightgbm or scikit-learn to be exported to TabularTrees objects for further analysis.
The explain and validate modules contain functions that operate on TabularTrees.
Install
The easiest way to get tabular-trees is directly from pypi;
pip install tabular_trees
tabular-trees works with GBMs from xgboost, lightgbm or scikit-learn. These packages must be installed to use the relevant functionality from tabular-trees, they are not installed as dependencies of tabular-trees.
## Documentation
Currently documentation is not published for this package.
Build
tabular-trees uses poetry as the environment management and package build tool. Follow the instructions here to install.
Once installed run
poetry install --with dev
to install the development dependencies. Other dependency groups are; docs, lightgbm, sklearn and xgboost.