Updated structure

shankarpandala · Mar 7, 2024 · 7eb2035 · 7eb2035
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diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
diff --git a/AUTHORS.md b/AUTHORS.md
@@ -1,8 +1,8 @@
 ---
-title: Credits
+Credits
 ---
 
-# Maintaines
+# Maintainer
 - Kumar Nityan Suman \<<[email protected]>\>
 
 # Inspired Work From

diff --git a/HISTORY.md b/HISTORY.md
@@ -2,6 +2,10 @@
 History
 ---
 
+# 0.3.1 (2024-03-03)
+
+-   Minor cleanups
+
 # 0.3.0 (2024-03-03)
 
 -   Fixed OneHotEncoder Bug

diff --git a/README.md b/README.md
@@ -21,7 +21,11 @@ To use Lazy Predict in a project:
 
 Example :
 
+    # Old Way
     from lazypredict.Supervised import LazyClassifier
+    # New Way
+    from lazypredict import LazyClassifier
+
     from sklearn.datasets import load_breast_cancer
     from sklearn.model_selection import train_test_split
 
@@ -74,7 +78,11 @@ Example :
 
 Example :
 
+    # Original Way
     from lazypredict.Supervised import LazyRegressor
+    # Alternate Way
+    from lazypredict import LazyRegressor
+
     from sklearn import datasets
     from sklearn.utils import shuffle
     import numpy as np

diff --git a/lazypredict/__init__.py b/lazypredict/__init__.py
@@ -1 +1,7 @@
 # -*- coding: utf-8 -*-
+from Supervised import LazyClassifier, LazyRegressor
+
+__all__ = [
+    LazyClassifier,
+    LazyRegressor
+]
diff --git a/setup.cfg b/setup.cfg
@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 0.3.0
+current_version = 0.3.1
 commit = True
 tag = True
 

diff --git a/setup.py b/setup.py
@@ -11,7 +11,7 @@
 with open("HISTORY.md") as history_file:
     history = history_file.read()
 
-requirements = [requirement for requirement in open('requirements.txt')]
+requirements = [requirement for requirement in open("requirements.txt")]
 
 setup_requirements = [
     "pytest-runner",
@@ -30,11 +30,11 @@
         "Intended Audience :: Developers",
         "License :: OSI Approved :: MIT License",
         "Natural Language :: English",
-        'Programming Language :: Python :: 3',
-        'Programming Language :: Python :: 3.5',
-        'Programming Language :: Python :: 3.6',
-        'Programming Language :: Python :: 3.7',
-        'Programming Language :: Python :: 3.8',
+        "Programming Language :: Python :: 3",
+        "Programming Language :: Python :: 3.5",
+        "Programming Language :: Python :: 3.6",
+        "Programming Language :: Python :: 3.7",
+        "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
         "Programming Language :: Python :: 3.10",
         "Programming Language :: Python :: 3.11",
@@ -51,6 +51,6 @@
     setup_requires=setup_requirements,
     test_suite="tests",
     url="https://github.com/nityansuman/lazypredict-nightly",
-    version='0.3.0',
+    version="0.3.1",
     zip_safe=False
 )