Cardea
Cardea()
An interface class that ties the end-to-end system together.
Cardea.load_entityset(data[, fhir])
Cardea.load_entityset
Returns an entityset loaded with .csv files in data.
Cardea.list_problems()
Cardea.list_problems
Returns a list of the currently available problems.
Cardea.select_problem(selection[, parameter])
Cardea.select_problem
Select a prediction problem and extract information.
Cardea.list_feature_primitives()
Cardea.list_feature_primitives
Returns built-in primitive in Featuretools.
Cardea.generate_features(cutoff)
Cardea.generate_features
Returns a the calculated feature matrix.
Cardea.select_pipeline(pipeline)
Cardea.select_pipeline
Select a pipeline.
Cardea.train_test_split(X, y, test_size, shuffle)
Cardea.train_test_split
Split the training dataset and the testing dataset.
Cardea.fit(X, y[, tune, max_evals, scoring, …])
Cardea.fit
Train the cardea pipeline.
Cardea.predict(X)
Cardea.predict
Get predictions from the cardea pipeline.
Cardea.fit_predict(X, y[, tune, max_evals, …])
Cardea.fit_predict
Train a cardea pipeline then make predictions.
Cardea.evaluate(X, y[, test_size, shuffle, …])
Cardea.evaluate
Evaluate the cardea pipeline.
Cardea.save(path)
Cardea.save
Save this object using pickle.
Cardea.load(path)
Cardea.load
Load an Orion instance from a pickle file.