update in order to tranform in pip like module

bregman_clustering/__init__.py

@@ -0,0 +1,7 @@
+__name__ = "bregman_clustering"
+
+__all__ = []
+
+from . import python
+__all__.extend(python.__all__)
+from .python import *

bregman_clustering/python/__init__.py

@@ -0,0 +1,5 @@
+__all__ = []
+
+from . import cluster_algorithms
+__all__.extend( cluster_algorithms.__all__ )
+from .cluster_algorithms import *

python/cluster_algorithms.py → bregman_clustering/python/cluster_algorithms.py

@@ -1,3 +1,7 @@
+__all__ = [
+    'base_kmeans',
+]
+
 import numpy as np
 from scipy.spatial import distance
 import matplotlib.pyplot as plt
@@ -97,6 +101,7 @@ def fit(self, X_data, breg_div='euclidean', n_iter=10, tol=1e-3, debug=False):
                 # Jut to log the number of iteractions
                 self.last_iter = i_iter+1
                 print('The conversion criteria was reached... Stopping!')
+                print(self.sum_total_div)
                 break
             else:
                 self.centroids = new_centers

setup.py

@@ -0,0 +1,39 @@
+# Imports
+from setuptools import setup, find_packages
+
+# Loading README file
+with open("README.md", "r") as fh:
+  long_description = fh.read()
+
+setup(
+  name = 'bregmanclustering',
+  version = '0.3',
+  license='GPL-3.0',
+  description = 'A framework to use Bregman Divergence',
+  long_description = long_description,
+  long_description_content_type="text/markdown",
+  packages=find_packages(),
+  author = 'Micael Veríssimo de Araújo',
+  author_email = '[email protected]',
+  url = 'https://github.com/micaelverissimo/bregmannclustering',
+  keywords = ['framework', 'information-geometry', 'machine-learning', 'ai', 'plotting', 'data-visualization'],
+  install_requires = [
+    'numpy',
+    'six>=1.12.0',
+    'scipy==1.4.1',
+    'future',
+    'sklearn',
+    'scikit-learn>=0.22.1',
+    'matplotlib>=3.1.3',
+    'seaborn>=0.10.0',
+  ],
+  classifiers=[
+    'Development Status :: 4 - Beta',
+    'Intended Audience :: Developers',
+    'Topic :: Software Development :: Libraries :: Python Modules',
+    'License :: OSI Approved :: GNU General Public License v3 (GPLv3)',
+    'Programming Language :: Python :: 3',
+    'Programming Language :: Python :: 3.6',
+    'Programming Language :: Python :: 3.7',
+  ],
+)

upload.sh

@@ -0,0 +1,3 @@
+rm dist/*
+python3 setup.py sdist
+twine upload dist/*