import openml
import sklearn.datasets
import pandas as pd
import numpy as np

X, y = sklearn.datasets.make_classification()
data = pd.DataFrame(X)
data['y'] = y

my_dataset = openml.datasets.create_dataset(
    name="My cool dataset",
    description="foo",
    creator="bar",
    contributor=None,
    collection_date='01-01-2011',
    language='English',
    licence=None,
    default_target_attribute='label',
    row_id_attribute=None,
    ignore_attribute=None,
    citation="foo",
    attributes='auto',
    data=data,
    version_label='1.0',
)