Add setup.py

remove boostrap boolean parameter

odte/Odte.py

@@ -32,7 +32,6 @@ class Odte(BaseEstimator, ClassifierMixin):
         max_iter: int = 1000,
         max_depth: int = None,
         min_samples_split: int = 0,
-        bootstrap: bool = True,
         split_criteria: str = "min_distance",
         criterion: str = "gini",
         tol: float = 1e-4,
@@ -44,10 +43,9 @@ class Odte(BaseEstimator, ClassifierMixin):
         splitter: str = "random",
     ):
         self.n_estimators = n_estimators
-        self.bootstrap = bootstrap
         self.random_state = random_state
         self.max_features = max_features
-        self.max_samples = max_samples
+        self.max_samples = max_samples  # size of bootstrap
         self.estimator_params = dict(
             C=C,
             random_state=random_state,
@@ -70,8 +68,9 @@ class Odte(BaseEstimator, ClassifierMixin):
         else:
             return np.random.RandomState(self.random_state)
 
+    @staticmethod
     def _initialize_sample_weight(
-        self, sample_weight: np.array, n_samples: int
+        sample_weight: np.array, n_samples: int
     ) -> np.array:
         if sample_weight is None:
             return np.ones((n_samples,), dtype=np.float64)

setup.py

@@ -0,0 +1,36 @@
+import setuptools
+
+__version__ = "0.1.0"
+__author__ = "Ricardo Montañana Gómez"
+
+
+def readme():
+    with open("README.md") as f:
+        return f.read()
+
+
+setuptools.setup(
+    name="Odte",
+    version=__version__,
+    license="MIT License",
+    description="Oblique decision tree Ensemble",
+    long_description=readme(),
+    long_description_content_type="text/markdown",
+    packages=setuptools.find_packages(),
+    url="https://github.com/doctorado-ml/stree",
+    author=__author__,
+    author_email="ricardo.montanana@alu.uclm.es",
+    keywords="scikit-learn oblique-classifier oblique-decision-tree decision-\
+    tree ensemble svm svc",
+    classifiers=[
+        "Development Status :: 4 - Beta",
+        "License :: OSI Approved :: MIT License",
+        "Programming Language :: Python :: 3.7",
+        "Natural Language :: English",
+        "Topic :: Scientific/Engineering :: Artificial Intelligence",
+        "Intended Audience :: Science/Research",
+    ],
+    install_requires=["scikit-learn>=0.23.0", "numpy", "ipympl", "stree"],
+    test_suite="odte.tests",
+    zip_safe=False,
+)