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author | ROUVREAU Vincent <vincent.rouvreau@inria.fr> | 2021-07-02 13:51:10 +0200 |
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committer | ROUVREAU Vincent <vincent.rouvreau@inria.fr> | 2021-07-02 13:51:10 +0200 |
commit | 91d72a69f2f04676fbd671af3dc2f3040c9f1c48 (patch) | |
tree | 7a038d1b8d723ebb38d32a7d79ad2b7c02fe8baa /src/python/gudhi/sklearn | |
parent | f2b8bbccd5cbfa2a0fbb23bdb72e965196a2c05c (diff) |
code review: bad homology_coeff_field management
Diffstat (limited to 'src/python/gudhi/sklearn')
-rw-r--r-- | src/python/gudhi/sklearn/cubical_persistence.py | 17 |
1 files changed, 4 insertions, 13 deletions
diff --git a/src/python/gudhi/sklearn/cubical_persistence.py b/src/python/gudhi/sklearn/cubical_persistence.py index 251e240f..9af683d7 100644 --- a/src/python/gudhi/sklearn/cubical_persistence.py +++ b/src/python/gudhi/sklearn/cubical_persistence.py @@ -15,13 +15,11 @@ from joblib import Parallel, delayed class CubicalPersistence(BaseEstimator, TransformerMixin): - # Fast way to find primes and should be enough - _available_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97] """ This is a class for computing the persistence diagrams from a cubical complex. """ - def __init__(self, dimensions=None, persistence_dim=0, min_persistence=0, n_jobs=None): + def __init__(self, dimensions=None, persistence_dim=0, homology_coeff_field=11, min_persistence=0., n_jobs=None): """ Constructor for the CubicalPersistence class. @@ -29,21 +27,14 @@ class CubicalPersistence(BaseEstimator, TransformerMixin): dimensions (list of int): A list of number of top dimensional cells if cells filtration values will require to be reshaped (cf. :func:`~gudhi.sklearn.cubical_persistence.CubicalPersistence.transform`) persistence_dim (int): The returned persistence diagrams dimension. Default value is `0`. + homology_coeff_field (int): The homology coefficient field. Must be a prime number. Default value is 11. min_persistence (float): The minimum persistence value to take into account (strictly greater than `min_persistence`). Default value is `0.0`. Sets `min_persistence` to `-1.0` to see all values. n_jobs (int): cf. https://joblib.readthedocs.io/en/latest/generated/joblib.Parallel.html """ self.dimensions = dimensions self.persistence_dim = persistence_dim - - self.homology_coeff_field_ = None - for dim in self._available_primes: - if dim > persistence_dim + 1: - self.homology_coeff_field_ = dim - break - if self.homology_coeff_field_ == None: - raise ValueError("persistence_dim must be less than 96") - + self.homology_coeff_field = homology_coeff_field self.min_persistence = min_persistence self.n_jobs = n_jobs @@ -56,7 +47,7 @@ class CubicalPersistence(BaseEstimator, TransformerMixin): def __transform(self, cells): cubical_complex = CubicalComplex(top_dimensional_cells=cells, dimensions=self.dimensions) cubical_complex.compute_persistence( - homology_coeff_field=self.homology_coeff_field_, min_persistence=self.min_persistence + homology_coeff_field=self.homology_coeff_field, min_persistence=self.min_persistence ) diagrams = cubical_complex.persistence_intervals_in_dimension(self.persistence_dim) return diagrams |