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authorHind-M <hind.montassif@gmail.com>2021-05-28 17:45:24 +0200
committerHind-M <hind.montassif@gmail.com>2021-05-28 17:45:24 +0200
commit128281228ac8462acc82f3d9288e764a9688b293 (patch)
tree382d497744b7d2c37fea0142c5bcdc2a1d8dc289 /src/python/example
parent0b238a336f15128d777252cd084ee996491e6882 (diff)
parent845b02ff408eb50207165b8e11136e4b1888612a (diff)
Merge remote-tracking branch 'upstream/master' into generate_points_torus_python
Diffstat (limited to 'src/python/example')
-rw-r--r--src/python/example/alpha_complex_from_generated_points_on_sphere_example.py35
-rwxr-xr-xsrc/python/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py5
2 files changed, 38 insertions, 2 deletions
diff --git a/src/python/example/alpha_complex_from_generated_points_on_sphere_example.py b/src/python/example/alpha_complex_from_generated_points_on_sphere_example.py
new file mode 100644
index 00000000..3558077e
--- /dev/null
+++ b/src/python/example/alpha_complex_from_generated_points_on_sphere_example.py
@@ -0,0 +1,35 @@
+#!/usr/bin/env python
+
+from gudhi.datasets.generators import _points
+from gudhi import AlphaComplex
+
+
+""" This file is part of the Gudhi Library - https://gudhi.inria.fr/ - which is released under MIT.
+ See file LICENSE or go to https://gudhi.inria.fr/licensing/ for full license details.
+ Author(s): Hind Montassif
+
+ Copyright (C) 2021 Inria
+
+ Modification(s):
+ - YYYY/MM Author: Description of the modification
+"""
+
+__author__ = "Hind Montassif"
+__copyright__ = "Copyright (C) 2021 Inria"
+__license__ = "MIT"
+
+print("#####################################################################")
+print("AlphaComplex creation from generated points on sphere")
+
+
+gen_points = _points.sphere(n_samples = 50, ambient_dim = 2, radius = 1, sample = "random")
+
+# Create an alpha complex
+alpha_complex = AlphaComplex(points = gen_points)
+simplex_tree = alpha_complex.create_simplex_tree()
+
+result_str = 'Alpha complex is of dimension ' + repr(simplex_tree.dimension()) + ' - ' + \
+ repr(simplex_tree.num_simplices()) + ' simplices - ' + \
+ repr(simplex_tree.num_vertices()) + ' vertices.'
+print(result_str)
+
diff --git a/src/python/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py b/src/python/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
index 236d085d..8a9cc857 100755
--- a/src/python/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
+++ b/src/python/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
@@ -21,11 +21,12 @@ parser = argparse.ArgumentParser(
description="RipsComplex creation from " "a distance matrix read in a csv file.",
epilog="Example: "
"example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py "
- "-f ../data/distance_matrix/lower_triangular_distance_matrix.csv -e 12.0 -d 3"
+ "-f ../data/distance_matrix/lower_triangular_distance_matrix.csv -s , -e 12.0 -d 3"
"- Constructs a Rips complex with the "
"distance matrix from the given csv file.",
)
parser.add_argument("-f", "--file", type=str, required=True)
+parser.add_argument("-s", "--separator", 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", type=float, default=0.0)
@@ -44,7 +45,7 @@ print("RipsComplex creation from distance matrix read in a csv file")
message = "RipsComplex with max_edge_length=" + repr(args.max_edge_length)
print(message)
-distance_matrix = gudhi.read_lower_triangular_matrix_from_csv_file(csv_file=args.file)
+distance_matrix = gudhi.read_lower_triangular_matrix_from_csv_file(csv_file=args.file, separator=args.separator)
rips_complex = gudhi.RipsComplex(
distance_matrix=distance_matrix, max_edge_length=args.max_edge_length
)