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-rwxr-xr-xsrc/cython/example/alpha_complex_diagram_persistence_from_off_file_example.py4
-rwxr-xr-xsrc/cython/example/coordinate_graph_induced_complex.py68
-rwxr-xr-xsrc/cython/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py4
-rwxr-xr-xsrc/cython/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py4
-rwxr-xr-xsrc/cython/example/functional_graph_induced_complex.py69
-rwxr-xr-xsrc/cython/example/gudhi_graphical_tools_example.py7
-rwxr-xr-xsrc/cython/example/nerve_of_a_covering.py70
-rwxr-xr-xsrc/cython/example/rips_complex_diagram_persistence_from_correlation_matrix_file_example.py4
-rwxr-xr-xsrc/cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py4
-rwxr-xr-xsrc/cython/example/rips_complex_diagram_persistence_from_off_file_example.py4
-rwxr-xr-xsrc/cython/example/tangential_complex_plain_homology_from_off_file_example.py9
-rwxr-xr-xsrc/cython/example/voronoi_graph_induced_complex.py65
12 files changed, 290 insertions, 22 deletions
diff --git a/src/cython/example/alpha_complex_diagram_persistence_from_off_file_example.py b/src/cython/example/alpha_complex_diagram_persistence_from_off_file_example.py
index 27550025..4abe22d4 100755
--- a/src/cython/example/alpha_complex_diagram_persistence_from_off_file_example.py
+++ b/src/cython/example/alpha_complex_diagram_persistence_from_off_file_example.py
@@ -38,7 +38,7 @@ parser = argparse.ArgumentParser(description='AlphaComplex creation from '
'points from the given OFF file.')
parser.add_argument("-f", "--file", type=str, required=True)
parser.add_argument("-a", "--max_alpha_square", type=float, default=0.5)
-parser.add_argument("-b", "--band_boot", type=float, default=0.)
+parser.add_argument("-b", "--band", type=float, default=0.)
parser.add_argument('--no-diagram', default=False, action='store_true' , help='Flag for not to display the diagrams')
args = parser.parse_args()
@@ -64,7 +64,7 @@ with open(args.file, 'r') as f:
print(simplex_tree.betti_numbers())
if args.no_diagram == False:
- pplot = gudhi.plot_persistence_diagram(diag, band_boot=args.band_boot)
+ pplot = gudhi.plot_persistence_diagram(diag, band=args.band)
pplot.show()
else:
print(args.file, "is not a valid OFF file")
diff --git a/src/cython/example/coordinate_graph_induced_complex.py b/src/cython/example/coordinate_graph_induced_complex.py
new file mode 100755
index 00000000..9e93109a
--- /dev/null
+++ b/src/cython/example/coordinate_graph_induced_complex.py
@@ -0,0 +1,68 @@
+#!/usr/bin/env python
+
+import gudhi
+import argparse
+
+"""This file is part of the Gudhi Library. The Gudhi library
+ (Geometric Understanding in Higher Dimensions) is a generic C++
+ library for computational topology.
+
+ Author(s): Vincent Rouvreau
+
+ Copyright (C) 2018 Inria
+
+ This program is free software: you can redistribute it and/or modify
+ it under the terms of the GNU General Public License as published by
+ the Free Software Foundation, either version 3 of the License, or
+ (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ GNU General Public License for more details.
+
+ You should have received a copy of the GNU General Public License
+ along with this program. If not, see <http://www.gnu.org/licenses/>.
+"""
+
+__author__ = "Vincent Rouvreau"
+__copyright__ = "Copyright (C) 2018 Inria"
+__license__ = "GPL v3"
+
+parser = argparse.ArgumentParser(description='Coordinate GIC '
+ 'from points read in a OFF file.',
+ epilog='Example: '
+ 'example/coordinate_graph_induced_complex.py '
+ '-f ../data/points/KleinBottle5D.off -c 0 -v'
+ '- Constructs the coordinate GIC with the '
+ 'points from the given OFF file.')
+parser.add_argument("-f", "--file", type=str, required=True)
+parser.add_argument("-c", "--coordinate", type=int, default=0)
+parser.add_argument("-v", "--verbose", default=False, action='store_true' , help='Flag for program verbosity')
+
+args = parser.parse_args()
+
+nerve_complex = gudhi.CoverComplex()
+nerve_complex.set_verbose(args.verbose)
+
+if (nerve_complex.read_point_cloud(args.file)):
+ nerve_complex.set_type('GIC')
+ nerve_complex.set_color_from_coordinate(args.coordinate)
+ nerve_complex.set_function_from_coordinate(args.coordinate)
+ nerve_complex.set_graph_from_automatic_rips()
+ nerve_complex.set_automatic_resolution()
+ nerve_complex.set_gain()
+ nerve_complex.set_cover_from_function()
+ nerve_complex.find_simplices()
+ nerve_complex.plot_dot()
+ simplex_tree = nerve_complex.create_simplex_tree()
+ nerve_complex.compute_PD()
+ if (args.verbose):
+ print('Iterator on coordinate GIC simplices')
+ result_str = 'Coordinate GIC is of dimension ' + \
+ repr(simplex_tree.dimension()) + ' - ' + \
+ repr(simplex_tree.num_simplices()) + ' simplices - ' + \
+ repr(simplex_tree.num_vertices()) + ' vertices.'
+ print(result_str)
+ for filtered_value in simplex_tree.get_filtration():
+ print(filtered_value[0])
diff --git a/src/cython/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py b/src/cython/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py
index 1c142d9a..3b29781f 100755
--- a/src/cython/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py
+++ b/src/cython/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py
@@ -40,7 +40,7 @@ parser.add_argument("-f", "--file", type=str, required=True)
parser.add_argument("-a", "--max_alpha_square", type=float, required=True)
parser.add_argument("-n", "--number_of_landmarks", type=int, required=True)
parser.add_argument("-d", "--limit_dimension", type=int, required=True)
-parser.add_argument("-b", "--band_boot", type=float, default=0.)
+parser.add_argument("-b", "--band", type=float, default=0.)
parser.add_argument('--no-diagram', default=False, action='store_true' , help='Flag for not to display the diagrams')
args = parser.parse_args()
@@ -71,7 +71,7 @@ with open(args.file, 'r') as f:
print(simplex_tree.betti_numbers())
if args.no_diagram == False:
- pplot = gudhi.plot_persistence_diagram(diag, band_boot=args.band_boot)
+ pplot = gudhi.plot_persistence_diagram(diag, band=args.band)
pplot.show()
else:
print(args.file, "is not a valid OFF file")
diff --git a/src/cython/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py b/src/cython/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py
index 216fcff2..db34962d 100755
--- a/src/cython/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py
+++ b/src/cython/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py
@@ -40,7 +40,7 @@ parser.add_argument("-f", "--file", type=str, required=True)
parser.add_argument("-a", "--max_alpha_square", type=float, required=True)
parser.add_argument("-n", "--number_of_landmarks", type=int, required=True)
parser.add_argument("-d", "--limit_dimension", type=int, required=True)
-parser.add_argument("-b", "--band_boot", type=float, default=0.)
+parser.add_argument("-b", "--band", type=float, default=0.)
parser.add_argument('--no-diagram', default=False, action='store_true' , help='Flag for not to display the diagrams')
args = parser.parse_args()
@@ -71,7 +71,7 @@ with open(args.file, 'r') as f:
print(simplex_tree.betti_numbers())
if args.no_diagram == False:
- pplot = gudhi.plot_persistence_diagram(diag, band_boot=args.band_boot)
+ pplot = gudhi.plot_persistence_diagram(diag, band=args.band)
pplot.show()
else:
print(args.file, "is not a valid OFF file")
diff --git a/src/cython/example/functional_graph_induced_complex.py b/src/cython/example/functional_graph_induced_complex.py
new file mode 100755
index 00000000..6ad7c2ec
--- /dev/null
+++ b/src/cython/example/functional_graph_induced_complex.py
@@ -0,0 +1,69 @@
+#!/usr/bin/env python
+
+import gudhi
+import argparse
+
+"""This file is part of the Gudhi Library. The Gudhi library
+ (Geometric Understanding in Higher Dimensions) is a generic C++
+ library for computational topology.
+
+ Author(s): Vincent Rouvreau
+
+ Copyright (C) 2018 Inria
+
+ This program is free software: you can redistribute it and/or modify
+ it under the terms of the GNU General Public License as published by
+ the Free Software Foundation, either version 3 of the License, or
+ (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ GNU General Public License for more details.
+
+ You should have received a copy of the GNU General Public License
+ along with this program. If not, see <http://www.gnu.org/licenses/>.
+"""
+
+__author__ = "Vincent Rouvreau"
+__copyright__ = "Copyright (C) 2018 Inria"
+__license__ = "GPL v3"
+
+parser = argparse.ArgumentParser(description='Functional GIC '
+ 'from points read in a OFF file.',
+ epilog='Example: '
+ 'example/functional_graph_induced_complex.py '
+ '-o ../data/points/COIL_database/lucky_cat.off '
+ '-f ../data/points/COIL_database/lucky_cat_PCA1'
+ '- Constructs the functional GIC with the '
+ 'points from the given OFF and function files.')
+parser.add_argument("-o", "--off-file", type=str, required=True)
+parser.add_argument("-f", "--function-file", type=str, required=True)
+parser.add_argument("-v", "--verbose", default=False, action='store_true' , help='Flag for program verbosity')
+
+args = parser.parse_args()
+
+nerve_complex = gudhi.CoverComplex()
+nerve_complex.set_verbose(args.verbose)
+
+if (nerve_complex.read_point_cloud(args.off_file)):
+ nerve_complex.set_type('GIC')
+ nerve_complex.set_color_from_file(args.function_file)
+ nerve_complex.set_function_from_file(args.function_file)
+ nerve_complex.set_graph_from_automatic_rips()
+ nerve_complex.set_automatic_resolution()
+ nerve_complex.set_gain()
+ nerve_complex.set_cover_from_function()
+ nerve_complex.find_simplices()
+ nerve_complex.plot_dot()
+ simplex_tree = nerve_complex.create_simplex_tree()
+ nerve_complex.compute_PD()
+ if (args.verbose):
+ print('Iterator on functional GIC simplices')
+ result_str = 'Functional GIC is of dimension ' + \
+ repr(simplex_tree.dimension()) + ' - ' + \
+ repr(simplex_tree.num_simplices()) + ' simplices - ' + \
+ repr(simplex_tree.num_vertices()) + ' vertices.'
+ print(result_str)
+ for filtered_value in simplex_tree.get_filtration():
+ print(filtered_value[0])
diff --git a/src/cython/example/gudhi_graphical_tools_example.py b/src/cython/example/gudhi_graphical_tools_example.py
index 9f37efc0..ac3d146c 100755
--- a/src/cython/example/gudhi_graphical_tools_example.py
+++ b/src/cython/example/gudhi_graphical_tools_example.py
@@ -29,11 +29,6 @@ __copyright__ = "Copyright (C) 2016 Inria"
__license__ = "GPL v3"
print("#####################################################################")
-print("Show palette colors values for dimension")
-
-gudhi.show_palette_values()
-
-print("#####################################################################")
print("Show barcode persistence example")
persistence = [(2, (1.0, float('inf'))), (1, (1.4142135623730951, float('inf'))),
@@ -50,5 +45,5 @@ pplot.show()
print("#####################################################################")
print("Show diagram persistence example with a confidence band")
-pplot = gudhi.plot_persistence_diagram(persistence, band_boot=0.2)
+pplot = gudhi.plot_persistence_diagram(persistence, band=0.2)
pplot.show()
diff --git a/src/cython/example/nerve_of_a_covering.py b/src/cython/example/nerve_of_a_covering.py
new file mode 100755
index 00000000..c5577cb1
--- /dev/null
+++ b/src/cython/example/nerve_of_a_covering.py
@@ -0,0 +1,70 @@
+#!/usr/bin/env python
+
+import gudhi
+import argparse
+
+"""This file is part of the Gudhi Library. The Gudhi library
+ (Geometric Understanding in Higher Dimensions) is a generic C++
+ library for computational topology.
+
+ Author(s): Vincent Rouvreau
+
+ Copyright (C) 2018 Inria
+
+ This program is free software: you can redistribute it and/or modify
+ it under the terms of the GNU General Public License as published by
+ the Free Software Foundation, either version 3 of the License, or
+ (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ GNU General Public License for more details.
+
+ You should have received a copy of the GNU General Public License
+ along with this program. If not, see <http://www.gnu.org/licenses/>.
+"""
+
+__author__ = "Vincent Rouvreau"
+__copyright__ = "Copyright (C) 2018 Inria"
+__license__ = "GPL v3"
+
+parser = argparse.ArgumentParser(description='Nerve of a covering creation '
+ 'from points read in a OFF file.',
+ epilog='Example: '
+ 'example/nerve_of_a_covering.py '
+ '-f ../data/points/human.off -c 2 -r 10 -g 0.3'
+ '- Constructs Nerve of a covering with the '
+ 'points from the given OFF file.')
+parser.add_argument("-f", "--file", type=str, required=True)
+parser.add_argument("-c", "--coordinate", type=int, default=0)
+parser.add_argument("-r", "--resolution", type=int, default=10)
+parser.add_argument("-g", "--gain", type=float, default=0.3)
+parser.add_argument("-v", "--verbose", default=False, action='store_true' , help='Flag for program verbosity')
+
+args = parser.parse_args()
+
+nerve_complex = gudhi.CoverComplex()
+nerve_complex.set_verbose(args.verbose)
+
+if (nerve_complex.read_point_cloud(args.file)):
+ nerve_complex.set_type('Nerve')
+ nerve_complex.set_color_from_coordinate(args.coordinate)
+ nerve_complex.set_function_from_coordinate(args.coordinate)
+ nerve_complex.set_graph_from_OFF()
+ nerve_complex.set_resolution_with_interval_number(args.resolution)
+ nerve_complex.set_gain(args.gain)
+ nerve_complex.set_cover_from_function()
+ nerve_complex.find_simplices()
+ nerve_complex.write_info()
+ simplex_tree = nerve_complex.create_simplex_tree()
+ nerve_complex.compute_PD()
+ if (args.verbose):
+ print('Iterator on graph induced complex simplices')
+ result_str = 'Nerve is of dimension ' + \
+ repr(simplex_tree.dimension()) + ' - ' + \
+ repr(simplex_tree.num_simplices()) + ' simplices - ' + \
+ repr(simplex_tree.num_vertices()) + ' vertices.'
+ print(result_str)
+ for filtered_value in simplex_tree.get_filtration():
+ print(filtered_value[0])
diff --git a/src/cython/example/rips_complex_diagram_persistence_from_correlation_matrix_file_example.py b/src/cython/example/rips_complex_diagram_persistence_from_correlation_matrix_file_example.py
index 4142fa99..0c9dfc43 100755
--- a/src/cython/example/rips_complex_diagram_persistence_from_correlation_matrix_file_example.py
+++ b/src/cython/example/rips_complex_diagram_persistence_from_correlation_matrix_file_example.py
@@ -40,7 +40,7 @@ parser = argparse.ArgumentParser(description='RipsComplex creation from '
parser.add_argument("-f", "--file", type=str, required=True)
parser.add_argument("-c", "--min_edge_correlation", type=float, default=0.5)
parser.add_argument("-d", "--max_dimension", type=int, default=1)
-parser.add_argument("-b", "--band_boot", type=float, default=0.)
+parser.add_argument("-b", "--band", type=float, default=0.)
parser.add_argument('--no-diagram', default=False, action='store_true' , help='Flag for not to display the diagrams')
args = parser.parse_args()
@@ -80,5 +80,5 @@ print(simplex_tree.betti_numbers())
invert_diag = [(diag[pers][0],(1.-diag[pers][1][0], 1.-diag[pers][1][1])) for pers in range(len(diag))]
if args.no_diagram == False:
- pplot = gudhi.plot_persistence_diagram(invert_diag, band_boot=args.band_boot)
+ pplot = gudhi.plot_persistence_diagram(invert_diag, band=args.band)
pplot.show()
diff --git a/src/cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py b/src/cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
index 01d1f38a..4d2ed577 100755
--- a/src/cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
+++ b/src/cython/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
@@ -39,7 +39,7 @@ parser = argparse.ArgumentParser(description='RipsComplex creation from '
parser.add_argument("-f", "--file", type=str, required=True)
parser.add_argument("-e", "--max_edge_length", type=float, default=0.5)
parser.add_argument("-d", "--max_dimension", type=int, default=1)
-parser.add_argument("-b", "--band_boot", type=float, default=0.)
+parser.add_argument("-b", "--band", type=float, default=0.)
parser.add_argument('--no-diagram', default=False, action='store_true' , help='Flag for not to display the diagrams')
args = parser.parse_args()
@@ -63,5 +63,5 @@ print("betti_numbers()=")
print(simplex_tree.betti_numbers())
if args.no_diagram == False:
- pplot = gudhi.plot_persistence_diagram(diag, band_boot=args.band_boot)
+ pplot = gudhi.plot_persistence_diagram(diag, band=args.band)
pplot.show()
diff --git a/src/cython/example/rips_complex_diagram_persistence_from_off_file_example.py b/src/cython/example/rips_complex_diagram_persistence_from_off_file_example.py
index 865c66b6..d15d5eb0 100755
--- a/src/cython/example/rips_complex_diagram_persistence_from_off_file_example.py
+++ b/src/cython/example/rips_complex_diagram_persistence_from_off_file_example.py
@@ -39,7 +39,7 @@ parser = argparse.ArgumentParser(description='RipsComplex creation from '
parser.add_argument("-f", "--file", type=str, required=True)
parser.add_argument("-e", "--max_edge_length", type=float, default=0.5)
parser.add_argument("-d", "--max_dimension", type=int, default=1)
-parser.add_argument("-b", "--band_boot", type=float, default=0.)
+parser.add_argument("-b", "--band", type=float, default=0.)
parser.add_argument('--no-diagram', default=False, action='store_true' , help='Flag for not to display the diagrams')
args = parser.parse_args()
@@ -66,7 +66,7 @@ with open(args.file, 'r') as f:
print(simplex_tree.betti_numbers())
if args.no_diagram == False:
- pplot = gudhi.plot_persistence_diagram(diag, band_boot=args.band_boot)
+ pplot = gudhi.plot_persistence_diagram(diag, band=args.band)
pplot.show()
else:
print(args.file, "is not a valid OFF file")
diff --git a/src/cython/example/tangential_complex_plain_homology_from_off_file_example.py b/src/cython/example/tangential_complex_plain_homology_from_off_file_example.py
index 680a8bf8..0f8f5e80 100755
--- a/src/cython/example/tangential_complex_plain_homology_from_off_file_example.py
+++ b/src/cython/example/tangential_complex_plain_homology_from_off_file_example.py
@@ -33,11 +33,12 @@ parser = argparse.ArgumentParser(description='TangentialComplex creation from '
'points read in a OFF file.',
epilog='Example: '
'example/tangential_complex_plain_homology_from_off_file_example.py '
- '-f ../data/points/tore3D_300.off'
+ '-f ../data/points/tore3D_300.off -i 3'
'- Constructs a tangential complex with the '
'points from the given OFF file')
parser.add_argument("-f", "--file", type=str, required=True)
-parser.add_argument("-b", "--band_boot", type=float, default=0.)
+parser.add_argument("-i", "--intrisic_dim", type=int, required=True)
+parser.add_argument("-b", "--band", type=float, default=0.)
parser.add_argument('--no-diagram', default=False, action='store_true' , help='Flag for not to display the diagrams')
args = parser.parse_args()
@@ -48,7 +49,7 @@ with open(args.file, 'r') as f:
print("#####################################################################")
print("TangentialComplex creation from points read in a OFF file")
- tc = gudhi.TangentialComplex(off_file=args.file)
+ tc = gudhi.TangentialComplex(intrisic_dim = args.intrisic_dim, off_file=args.file)
st = tc.create_simplex_tree()
message = "Number of simplices=" + repr(st.num_simplices())
@@ -60,7 +61,7 @@ with open(args.file, 'r') as f:
print(st.betti_numbers())
if args.no_diagram == False:
- pplot = gudhi.plot_persistence_diagram(diag, band_boot=args.band_boot)
+ pplot = gudhi.plot_persistence_diagram(diag, band=args.band)
pplot.show()
else:
print(args.file, "is not a valid OFF file")
diff --git a/src/cython/example/voronoi_graph_induced_complex.py b/src/cython/example/voronoi_graph_induced_complex.py
new file mode 100755
index 00000000..8266a0e4
--- /dev/null
+++ b/src/cython/example/voronoi_graph_induced_complex.py
@@ -0,0 +1,65 @@
+#!/usr/bin/env python
+
+import gudhi
+import argparse
+
+"""This file is part of the Gudhi Library. The Gudhi library
+ (Geometric Understanding in Higher Dimensions) is a generic C++
+ library for computational topology.
+
+ Author(s): Vincent Rouvreau
+
+ Copyright (C) 2018 Inria
+
+ This program is free software: you can redistribute it and/or modify
+ it under the terms of the GNU General Public License as published by
+ the Free Software Foundation, either version 3 of the License, or
+ (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ GNU General Public License for more details.
+
+ You should have received a copy of the GNU General Public License
+ along with this program. If not, see <http://www.gnu.org/licenses/>.
+"""
+
+__author__ = "Vincent Rouvreau"
+__copyright__ = "Copyright (C) 2018 Inria"
+__license__ = "GPL v3"
+
+parser = argparse.ArgumentParser(description='Voronoi GIC '
+ 'from points read in a OFF file.',
+ epilog='Example: '
+ 'example/voronoi_graph_induced_complex.py '
+ '-f ../data/points/human.off -n 700 -v'
+ '- Constructs the Voronoi GIC with the '
+ 'points from the given OFF file.')
+parser.add_argument("-f", "--file", type=str, required=True)
+parser.add_argument("-n", "--subsample-nb-points", type=int, default=100)
+parser.add_argument("-v", "--verbose", default=False, action='store_true' , help='Flag for program verbosity')
+
+args = parser.parse_args()
+
+nerve_complex = gudhi.CoverComplex()
+nerve_complex.set_verbose(args.verbose)
+
+if (nerve_complex.read_point_cloud(args.file)):
+ nerve_complex.set_type('GIC')
+ nerve_complex.set_color_from_coordinate()
+ nerve_complex.set_graph_from_OFF()
+ nerve_complex.set_cover_from_Voronoi(args.subsample_nb_points)
+ nerve_complex.find_simplices()
+ nerve_complex.plot_off()
+ simplex_tree = nerve_complex.create_simplex_tree()
+ nerve_complex.compute_PD()
+ if (args.verbose):
+ print('Iterator on graph induced complex simplices')
+ result_str = 'Graph induced complex is of dimension ' + \
+ repr(simplex_tree.dimension()) + ' - ' + \
+ repr(simplex_tree.num_simplices()) + ' simplices - ' + \
+ repr(simplex_tree.num_vertices()) + ' vertices.'
+ print(result_str)
+ for filtered_value in simplex_tree.get_filtration():
+ print(filtered_value[0])