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298 changes: 45 additions & 253 deletions examples/example1.ipynb

Large diffs are not rendered by default.

2 changes: 1 addition & 1 deletion glmsingle/glmsingle.py
Original file line number Diff line number Diff line change
Expand Up @@ -442,7 +442,7 @@ def fit(self, design, data, stimdur, tr, outputdir=None, figuredir=None):
if 'maxpolydeg' not in params:
params['maxpolydeg'] = [
alt_round(
((self.data[r].shape[-1]*tr)/60)/2)
((self.data[r].shape[-1]*tr)/60)/2) + 1
for r in np.arange(numruns)]

if 'hrftoassume' not in params:
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9 changes: 7 additions & 2 deletions glmsingle/ols/make_poly_matrix.py
Original file line number Diff line number Diff line change
Expand Up @@ -22,12 +22,17 @@ def make_polynomial_matrix(n, degrees):

Args:
n (int): number of points
degrees (array): vector of polynomial degrees
degrees (array or int): vector of polynomial degrees or single degree

Returns:
polynomials: array of n x len(degrees)
polynomials: array of n x len(degrees) if degrees is array, or n x (degree+1) if degrees is int
"""
time_points = np.linspace(-1, 1, n)[np.newaxis].T

# Convert single integer to array of degrees from 0 to degrees
if isinstance(degrees, (int, np.integer)):
degrees = np.arange(degrees + 1)

polynomials = np.zeros((n, len(degrees)))

# Loop over degrees
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