Here are the examples of the python api numpy.number taken from open source projects. By voting up you can indicate which examples are most useful and appropriate.
145 Examples
3
View Complete Implementation : mfa.py
Copyright MIT License
Author : MaxHalford
Copyright MIT License
Author : MaxHalford
def row_contributions(self, X):
"""Returns the row contributions towards each principal component."""
utils.validation.check_is_fitted(self)
# Check input
if self.check_input:
utils.check_array(X, dtype=[str, np.number])
# Prepare input
X = self._prepare_input(X)
return super().row_contributions(self._build_X_global(X))
3
View Complete Implementation : mfa.py
Copyright MIT License
Author : MaxHalford
Copyright MIT License
Author : MaxHalford
def _prepare_input(self, X):
# Make sure X is a DataFrame for convenience
if not isinstance(X, pd.DataFrame):
X = pd.DataFrame(X)
# Copy data
if self.copy:
X = X.copy()
if self.normalize:
# Scale continuous variables to unit variance
num = X.select_dtypes(np.number).columns
# If a column's cardinality is 1 then it's variance is 0 which can
# can cause a division by 0
normalize = lambda x: x / (np.sqrt((x ** 2).sum()) or 1)
X.loc[:, num] = (X.loc[:, num] - X.loc[:, num].mean()).apply(normalize, axis='rows')
return X
3
View Complete Implementation : mfa.py
Copyright MIT License
Author : MaxHalford
Copyright MIT License
Author : MaxHalford
def row_coordinates(self, X):
"""Returns the row principal coordinates."""
utils.validation.check_is_fitted(self)
# Check input
if self.check_input:
utils.check_array(X, dtype=[str, np.number])
# Prepare input
X = self._prepare_input(X)
return self._row_coordinates_from_global(self._build_X_global(X))
3
View Complete Implementation : test_abc.py
Copyright Apache License 2.0
Author : Frank-qlu
Copyright Apache License 2.0
Author : Frank-qlu
def test_abstract(self):
astert_(issubclast(np.number, numbers.Number))
astert_(issubclast(np.inexact, numbers.Complex))
astert_(issubclast(np.complexfloating, numbers.Complex))
astert_(issubclast(np.floating, numbers.Real))
astert_(issubclast(np.integer, numbers.Integral))
astert_(issubclast(np.signedinteger, numbers.Integral))
astert_(issubclast(np.unsignedinteger, numbers.Integral))
3
View Complete Implementation : test_abc.py
Copyright Apache License 2.0
Author : Frank-qlu
Copyright Apache License 2.0
Author : Frank-qlu
def test_abstract(self):
astert_(issubclast(np.number, numbers.Number))
astert_(issubclast(np.inexact, numbers.Complex))
astert_(issubclast(np.complexfloating, numbers.Complex))
astert_(issubclast(np.floating, numbers.Real))
astert_(issubclast(np.integer, numbers.Integral))
astert_(issubclast(np.signedinteger, numbers.Integral))
astert_(issubclast(np.unsignedinteger, numbers.Integral))
3
View Complete Implementation : mca.py
Copyright MIT License
Author : MaxHalford
Copyright MIT License
Author : MaxHalford
def transform(self, X):
"""Computes the row principal coordinates of a dataset."""
utils.validation.check_is_fitted(self)
if self.check_input:
utils.check_array(X, dtype=[str, np.number])
return self.row_coordinates(X)
3
View Complete Implementation : test_abc.py
Copyright BSD 3-Clause "New" or "Revised" License
Author : holzschu
Copyright BSD 3-Clause "New" or "Revised" License
Author : holzschu
def test_abstract(self):
astert_(issubclast(np.number, numbers.Number))
astert_(issubclast(np.inexact, numbers.Complex))
astert_(issubclast(np.complexfloating, numbers.Complex))
astert_(issubclast(np.floating, numbers.Real))
astert_(issubclast(np.integer, numbers.Integral))
astert_(issubclast(np.signedinteger, numbers.Integral))
astert_(issubclast(np.unsignedinteger, numbers.Integral))
3
View Complete Implementation : test_abc.py
Copyright MIT License
Author : birforce
Copyright MIT License
Author : birforce
def test_abstract(self):
astert_(issubclast(np.number, numbers.Number))
astert_(issubclast(np.inexact, numbers.Complex))
astert_(issubclast(np.complexfloating, numbers.Complex))
astert_(issubclast(np.floating, numbers.Real))
astert_(issubclast(np.integer, numbers.Integral))
astert_(issubclast(np.signedinteger, numbers.Integral))
astert_(issubclast(np.unsignedinteger, numbers.Integral))
3
View Complete Implementation : transform.py
Copyright MIT License
Author : amphibian-dev
Copyright MIT License
Author : amphibian-dev
def _format_splits(self, splits, index = False):
l = list()
if np.issubdtype(splits.dtype, np.number):
sp_l = [-np.inf] + splits.tolist() + [np.inf]
for i in range(len(sp_l) - 1):
l.append('['+str(sp_l[i])+' ~ '+str(sp_l[i+1])+')')
else:
for keys in splits:
if isinstance(keys, str) and keys == ELSE_GROUP:
l.append(keys)
else:
l.append(','.join(keys))
if index:
indexes = [i for i in range(len(l))]
l = ["{}.{}".format(ix, lab) for ix, lab in zip(indexes, l)]
return np.array(l)
3
View Complete Implementation : test_abc.py
Copyright MIT License
Author : PacktPublishing
Copyright MIT License
Author : PacktPublishing
def test_abstract(self):
astert_(issubclast(np.number, numbers.Number))
astert_(issubclast(np.inexact, numbers.Complex))
astert_(issubclast(np.complexfloating, numbers.Complex))
astert_(issubclast(np.floating, numbers.Real))
astert_(issubclast(np.integer, numbers.Integral))
astert_(issubclast(np.signedinteger, numbers.Integral))
astert_(issubclast(np.unsignedinteger, numbers.Integral))