Install by running pip install servianwidgets
Import the library with import servianwidgets
parameters:
dataframe_list - A list of pandas dataframes. This function still works with a single dataframe, however, in that case, the lone dataframe must be the sole item in a list. Note: each dataframes in this list must have a name
feature_selector currently creates a widget for dataframe selection, a widget for target selection, and two widgets for feature selections based on the chosen dataframe. The selected dataframe features are then plotted against each other on a scatter plot, coloured by their class.
parameters:
dataframe_list - A list of pandas dataframes. This function still works with a single dataframe, however, in that case, the lone dataframe must be the sole item in a list. Note: each dataframes in this list must have a name
classification_selector currently creates a widget for dataframe selection, a widget for target selection, and a widget for classifier selection. A model using the specified classifier is then trained and reported on in a table. "Compare All" can also be selected in order to compare all available classifiers.
regression_selector is currently unavailable