7178ab901cbe8283288c69836af2e9aa69fd24d4,umap/tests/test_parametric_umap.py,,test_inverse_transform,#,16

Before Change

    def norm(x):
        return (x - np.min(x)) / (np.max(x) - np.min(x))

    X, y = make_moons(100)
    X = norm(X)
    embedder = ParametricUMAP(parametric_reconstruction=True)
    embedding = embedder.fit_transform(X)
    Z = embedder.transform(X)

After Change

    X_r = embedder.inverse_transform(Z)
    // completes successfully
    assert X_r is not None
    assert X_r.shape == X.shape


@tf_only
def test_nonparametric(moon_dataset):

Instances