[DOC] Code formatting

Author: xuyxu

deepforest/_cutils.pyx

@@ -4,8 +4,6 @@
 # cython: nonecheck=False
 # cython: language_level=3
 
-# Author: Yi-Xuan Xu
-
 
 cimport cython
 import numpy as np

deepforest/_estimator.py

@@ -1,4 +1,4 @@
-"""A wrapper on the base estimator for naming consistency."""
+"""A wrapper on the base estimator for the naming consistency."""
 
 
 __all__ = ["Estimator"]

deepforest/_forest.pyx

@@ -4,8 +4,6 @@
 # cython: nonecheck=False
 # cython: language_level=3
 
-# Author: Yi-Xuan Xu
-
 
 cimport cython
 import numpy as np

deepforest/cascade.py

@@ -148,7 +148,7 @@ def _build_predictor(
     verbose : :obj:`int`, default=1
         Controls the verbosity when fitting and predicting.
 
-        - If ``<= 0``, slient mode, which means no logging information will
+        - If ``<= 0``, silent mode, which means no logging information will
           be displayed;
         - If ``1``, logging information on the cascade layer level will be
           displayed;

deepforest/forest.py

@@ -5,6 +5,10 @@
     https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/ensemble/_forest.py
 """
 
+
+__all__ = ["RandomForestClassifier",
+           "ExtraTreesClassifier"]
+
 import numbers
 from warnings import warn
 import threading
@@ -34,10 +38,6 @@
 from .tree._tree import DOUBLE
 
 
-__all__ = ["RandomForestClassifier",
-           "ExtraTreesClassifier"]
-
-
 MAX_INT = np.iinfo(np.int32).max
 
 

deepforest/tree/_tree.pyx

@@ -2,13 +2,14 @@
 # cython: boundscheck=False
 # cython: wraparound=False
 
+# This class is modified from:
+#   https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/tree/_tree.pyx
+
 
 from cpython cimport Py_INCREF, PyObject, PyTypeObject
 
 from libc.stdlib cimport free
 from libc.string cimport memcpy
-# This class is modified from:
-#   https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/tree/_tree.pyx
 
 
 from libc.string cimport memset

deepforest/tree/setup.py

@@ -1,5 +1,4 @@
 import os
-
 import numpy
 from numpy.distutils.misc_util import Configuration
 

deepforest/tree/tree.py

@@ -6,6 +6,9 @@
 """
 
 
+__all__ = ["DecisionTreeClassifier",
+           "ExtraTreeClassifier"]
+
 import numbers
 import warnings
 from abc import ABCMeta
@@ -32,9 +35,6 @@
 from ._tree import Tree
 from . import _tree, _splitter, _criterion
 
-__all__ = ["DecisionTreeClassifier",
-           "ExtraTreeClassifier"]
-
 
 # =============================================================================
 # Types and constants

setup.py

@@ -1,14 +1,12 @@
 import os
 import sys
-
+import numpy
 import setuptools
 from setuptools import find_packages
-
-import numpy
 from numpy.distutils.core import setup
 
 
-# Package Info
+# Project Information
 DISTNAME = "deep-forest"
 DESCRIPTION = "Deep Forest"
 with open("README.rst") as f:
@@ -20,10 +18,12 @@
 
 
 def configuration(parent_package="", top_path=None):
+
     if os.path.exists("MANIFEST"):
         os.remove("MANIFEST")
 
     from numpy.distutils.misc_util import Configuration
+
     config = Configuration(None, parent_package, top_path)
     config.add_subpackage("deepforest")
 
@@ -37,7 +37,7 @@ def configuration(parent_package="", top_path=None):
 
     os.chdir(local_path)
     sys.path.insert(0, local_path)
-    
+
     setup(configuration=configuration,
           name=DISTNAME,
           maintainer=MAINTAINER,
@@ -65,7 +65,7 @@ def configuration(parent_package="", top_path=None):
             ],
           python_requires=">=3.6",
           install_requires=[
-              "numpy>=1.13.3",
+              "nnumpy>=1.13.3,<1.20.0",
               "scipy>=0.19.1",
               "joblib>=0.11",
               "scikit-learn>=0.22",