def test_normalize_10_to_20(self):
''' Test the normalization API function from 10 to 20.
'''
out = tstoolbox.normalization(min_limit=10,
max_limit=20,
input_ts='tests/data_sunspot.csv')
assert_frame_equal(out, self.data_10_to_20)
def test_normalize(self):
"""Test the normalization API function using the zscore method."""
out = tstoolbox.normalization(mode="zscore",
input_ts="tests/data_sunspot.csv")
assert_frame_equal(out,
self.data_zscore,
check_exact=False,
check_column_type=False,
atol=1e-4)
def test_pct_rank(self):
"""Test the normalization API function using the pct_rank method."""
out = tstoolbox.normalization(mode="pct_rank",
input_ts="tests/data_sunspot.csv")
assert_frame_equal(out, self.data_pct_rank)
def test_normalize_0_to_1(self):
"""Test the normalization API function from 0 to 1."""
out = tstoolbox.normalization(input_ts="tests/data_sunspot.csv")
assert_frame_equal(out, self.data_0_to_1)
def test_pct_rank(self):
''' Test the normalization API function using the pct_rank method.
'''
out = tstoolbox.normalization(mode='pct_rank',
input_ts='tests/data_sunspot.csv')
assert_frame_equal(out, self.data_pct_rank)
def test_normalize(self):
''' Test the normalization API function using the zscore method.
'''
out = tstoolbox.normalization(mode='zscore',
input_ts='tests/data_sunspot.csv')
assert_frame_equal(out, self.data_zscore)
def test_normalize(self):
"""Test the normalization API function using the zscore method."""
out = tstoolbox.normalization(mode="zscore",
input_ts="tests/data_sunspot.csv")
assert_frame_equal(out, self.data_zscore)