drx Helper Functions

Independent functions for common workflows.

Data Transformations

featurize_explanations(X)	Featurizes a dataframe of explanations into strength values by feature.
melt_explanations(df[, id_vars])	Melt Dataframe of explanations into long form columns.

Project Augmentation

import_parametric_model(model, model_formula)

Import a linear model onto the DataRobot leaderboard.

DataRobot List Encode

common.utils.datarobot_list_encode(...[, ...])

Validates a list of column names based on allowed characters and returns them in a formatted hexadecimal string.

A-Z

import_parametric_model(model, model_formula)	Import a linear model onto the DataRobot leaderboard.
featurize_explanations(X)	Featurizes a dataframe of explanations into strength values by feature.
melt_explanations(df[, id_vars])	Melt Dataframe of explanations into long form columns.
common.utils.datarobot_list_encode(...[, ...])	Validates a list of column names based on allowed characters and returns them in a formatted hexadecimal string.