Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Make scaler test more robust #1122

Merged
merged 1 commit into from
May 28, 2024
Merged

Make scaler test more robust #1122

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 3 additions & 2 deletions tests/data/dataset_modification_test.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@

from collections.abc import Callable

import numpy as np
import pandas as pd
import pytest
from sklearn.preprocessing import MinMaxScaler, StandardScaler
Expand Down Expand Up @@ -73,8 +74,8 @@ def test_scaling_separate_test(
train_post, _ = scale_continuous(dataset, train_scaled, scaler2, inverse=True)
test_post, _ = scale_continuous(dataset, test_scaled, scaler2, inverse=True)

pd.testing.assert_frame_equal(train.x, train_post.x, check_dtype=False)
pd.testing.assert_frame_equal(test.x, test_post.x, check_dtype=False)
np.testing.assert_allclose(train.x.to_numpy(), train_post.x.to_numpy(), atol=1e-7)
np.testing.assert_allclose(test.x.to_numpy(), test_post.x.to_numpy(), atol=1e-7)


def test_from_dummies() -> None:
Expand Down
Loading