Merge branch 'develop' into documentation

This commit is contained in:
fjosw 2022-05-13 15:43:52 +00:00
commit 83a9ff2b4a
2 changed files with 22 additions and 2 deletions

View file

@ -571,9 +571,15 @@ class Obs:
plt.title(e_name + f'\nskew: {skew(y_test):.3f} (p={skewtest(y_test).pvalue:.3f}), kurtosis: {kurtosis(y_test):.3f} (p={kurtosistest(y_test).pvalue:.3f})')
plt.draw()
def plot_piechart(self):
def plot_piechart(self, save=None):
"""Plot piechart which shows the fractional contribution of each
ensemble to the error and returns a dictionary containing the fractions."""
ensemble to the error and returns a dictionary containing the fractions.
Parameters
----------
save : str
saves the figure to a file named 'save' if.
"""
if not hasattr(self, 'e_dvalue'):
raise Exception('Run the gamma method first.')
if np.isclose(0.0, self._dvalue, atol=1e-15):
@ -584,6 +590,8 @@ class Obs:
ax1.pie(sizes, labels=labels, startangle=90, normalize=True)
ax1.axis('equal')
plt.draw()
if save:
fig1.savefig(save)
return dict(zip(self.e_names, sizes))

View file

@ -278,6 +278,18 @@ def test_matrix_corr():
corr_0.matrix_symmetric()
def test_matrix_symmetric():
corr_aa = _gen_corr(1)
corr_ab = _gen_corr(0.3)
corr_ba = _gen_corr(0.2)
corr_bb = _gen_corr(0.8)
corr_mat = pe.Corr(np.array([[corr_aa, corr_ab], [corr_ba, corr_bb]]))
sym_corr_mat = corr_mat.matrix_symmetric()
assert np.all([np.all(o == o.T) for o in sym_corr_mat])
def test_hankel():
corr_content = []
for t in range(8):