py4ai.data.datasets package

Module containing samples datasets to be used for testing.

py4ai.data.datasets.get_unbalanced_dataset(features_file: str = '/home/runner/work/py4ai-data/py4ai-data/py4ai/data/datasets/data/unbalanced_features.p', labels_file: str = '/home/runner/work/py4ai-data/py4ai-data/py4ai/data/datasets/data/unbalanced_labels.p') → PandasDataset[Any, Any]

Return unbalanced dataset.

Parameters

• features_file – name of the pickle file where the features data are stored.

• labels_file – name of the pickle file where the labels data are stored.

Returns

PandasDataset object with unbalanced classes.

py4ai.data.datasets.get_weather_nyc_dataset(filename: str = '/home/runner/work/py4ai-data/py4ai-data/py4ai/data/datasets/data/weather_nyc_short.csv') → PandasTimeIndexedDataset[Any, float]

Return the NYC Weather dataset.

Parameters

filename – name of the csv file where the Weather NYC data are stored.

Returns

PandasTimeIndexedDataset object with the NYC Weather dataset.