cardea

Cardea

Cardea()

An interface class that ties the end-to-end system together.

Cardea.load_entityset(data[, fhir])

Returns an entityset loaded with .csv files in data.

Cardea.list_problems()

Returns a list of the currently available problems.

Cardea.select_problem(selection[, parameter])

Select a prediction problem and extract information.

Cardea.list_feature_primitives()

Returns built-in primitive in Featuretools.

Cardea.generate_features(cutoff)

Returns a the calculated feature matrix.

Cardea.select_pipeline(pipeline)

Select a pipeline.

Cardea.train_test_split(X, y, test_size, shuffle)

Split the training dataset and the testing dataset.

Cardea.fit(X, y[, tune, max_evals, scoring, …])

Train the cardea pipeline.

Cardea.predict(X)

Get predictions from the cardea pipeline.

Cardea.fit_predict(X, y[, tune, max_evals, …])

Train a cardea pipeline then make predictions.

Cardea.evaluate(X, y[, test_size, shuffle, …])

Evaluate the cardea pipeline.

Cardea.save(path)

Save this object using pickle.

Cardea.load(path)

Load an Orion instance from a pickle file.