Visualize

klar_eda.visualization.visualize_csv(csv, target_col=None, index_column=None, exclude_columns=[], save=True, show=False)

Generates various visualization charts using heuristic techniques for the csv data and save into a folder ‘Plots’.

Parameters

  • csv (pandas.Dataframe/ string) – Either pandas Dataframe ( with column names as row 0 ) OR path to csv file

  • target_col (string, optional) – Name of the target column, defaults to last column in the dataframe.

  • index_column (list of string, optional) – List of column names which contain indexes/ do not contribute at all, defaults to None

  • exclude_columns (list, optional) – List of columns to be excluded from considering for visualization, defaults to []

  • save (bool, optional) – Save the results to directory, defaults to True

  • show (bool, optional) – Preview the results, defaults to False

klar_eda.visualization.visualize_images(data, labels, boxes=None, save=True, show=False)

Generates various visualization charts for given image data and saves into a directory named ‘Plots’.

Parameters

  • data ([type]) – No description available

  • labels ([type]) – No description available

  • boxes ([type], optional) – No description available, defaults to None

  • save (bool, optional) – Save the results to directory, defaults to True

  • show (bool, optional) – Preview the results, defaults to False