DashAI.back.exploration.CovarianceMatrixExplorer

class CovarianceMatrixExplorer(**kwargs)[source]

CovarianceExplorer is an explorer that returns the covariance matrix of the dataset.

Its result is a heatmap by default, but can also be returned as a tabular result.

Methods

`__init__`(**kwargs)
`get_metadata`()	Get metadata values for the current explorer.
`get_results`(exploration_path, options)
`get_schema`()	Generates the component related Json Schema.
`launch_exploration`(dataset, explorer_info)
`prepare_dataset`(loaded_dataset, columns)	Prepare the dataset for the exploration.
`save_notebook`(__notebook_info__, ...)
`validate_and_transform`(raw_data)	It takes the data given by the user to initialize the model and returns it with all the objects that the model needs to work.
`validate_columns`(explorer_info, column_spec)	Validates the columns of the explorer and dataset against the explorer metadata.
`validate_parameters`(params)	Validates the parameters of the explorer.

Attributes