Setup work

ISLP/models/model_spec.py

@@ -632,7 +632,7 @@ def build_model(column_info,
 
     if len(dfs):
         if isinstance(X, (pd.Series, pd.DataFrame)):
-            df = pd.concat(dfs, axis=1)
+            df = pd.concat(dfs, axis='columns')
             df.index = X.index
         else:
             return np.column_stack(dfs).astype(float)
@@ -645,10 +645,11 @@ def build_model(column_info,
             return zero
 
     # if we reach here, we will be returning a DataFrame
-
-    for col in df.columns:
-        if df[col].dtype == bool:
-            df[col] = df[col].astype(float)
+    # make sure all columns are floats
+
+    for i, _ in enumerate(df.columns):
+        if df.iloc[:,i].dtype == bool:
+            df.iloc[:,i] = df.iloc[:,i].astype(float)
     return df
 
 def derived_feature(variables, encoder=None, name=None, use_transform=True):

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "ISLP"
-version = "0.3.21"
+version = "0.3.22"
 dependencies = ["numpy>=1.7.1,<1.25", # max version for numba
                "scipy>=0.9",
                "pandas>=0.20,<=1.9",
@@ -37,13 +37,17 @@ classifiers = ["Development Status :: 3 - Alpha",
                "Programming Language :: Python",
                "Topic :: Scientific/Engineering"
 	       ]
+
 [project.urls]  # Optional
 "Homepage" = "https://github.com/intro-stat-learning/ISLP"
 "Bug Reports" = "https://github.com/intro-stat-learning/ISLP/issues"
 "Funding" = "https://donate.pypi.org"
 "Say Thanks!" = "http://saythanks.io/to/example"
 "Source" = "https://github.com/pypa/sampleproject/"
 
+[project.optional-dependencies]
+doc = ['Sphinx>=3.0']
+
 [build-system]
 requires = ["setuptools>=42",
             "wheel",

setup.cfg

@@ -4,3 +4,6 @@ style = pep440
 versionfile_source = ISLP/_version.py
 tag_prefix =
 parentdir_prefix = ISLP-
+
+[metadata]
+license_files = LICENSE.txt

setup.py

@@ -16,74 +16,18 @@
 
 from setuptools import setup
 
-# Get various parameters for this version, stored in ISLP/info.py
-
-class Bunch(object):
-    def __init__(self, vars):
-        for key, name in vars.items():
-            if key.startswith('__'):
-                continue
-            self.__dict__[key] = name
-
-def read_vars_from(ver_file):
-    """ Read variables from Python text file
-
-    Parameters
-    ----------
-    ver_file : str
-        Filename of file to read
-
-    Returns
-    -------
-    info_vars : Bunch instance
-        Bunch object where variables read from `ver_file` appear as
-        attributes
-    """
-    # Use exec for compabibility with Python 3
-    ns = {}
-    with open(ver_file, 'rt') as fobj:
-        exec(fobj.read(), ns)
-    return Bunch(ns)
-
-info = read_vars_from(pjoin('ISLP', 'info.py'))
-
-# Try to preempt setuptools monkeypatching of Extension handling when Pyrex
-# is missing.  Otherwise the monkeypatched Extension will change .pyx
-# filenames to .c filenames, and we probably don't have the .c files.
-sys.path.insert(0, pjoin(dirname(__file__), 'fake_pyrex'))
-# Set setuptools extra arguments
-extra_setuptools_args = dict(
-    tests_require=['nose'],
-    test_suite='nose.collector',
-    zip_safe=False,
-    extras_require = dict(
-        doc=['Sphinx>=1.0'],
-        test=['nose>=0.10.1']))
 
 # Define extensions
 EXTS = []
 
-cmdclass=versioneer.get_cmdclass()
+cmdclass = versioneer.get_cmdclass()
 
 # get long_description
 
 long_description = open('README.md', 'rt', encoding='utf-8').read()
 
 def main(**extra_args):
-    setup(name=info.NAME,
-          maintainer=info.MAINTAINER,
-          maintainer_email=info.MAINTAINER_EMAIL,
-          description=info.DESCRIPTION,
-          url=info.URL,
-          download_url=info.DOWNLOAD_URL,
-          license=info.LICENSE,
-          classifiers=info.CLASSIFIERS,
-          author=info.AUTHOR,
-          author_email=info.AUTHOR_EMAIL,
-          platforms=info.PLATFORMS,
-          version=versioneer.get_version(),
-          requires=info.REQUIRES,
-          provides=info.PROVIDES,
+    setup(version=versioneer.get_version(),
           packages     = ['ISLP',
                           'ISLP.models',
                           'ISLP.models',
@@ -104,4 +48,4 @@ def main(**extra_args):
 #simple way to test what setup will do
 #python setup.py install --prefix=/tmp
 if __name__ == "__main__":
-    main(**extra_setuptools_args)
+    main()