chore: Add setup.py (#45)

* Adding essential files to publish in pypi

* removing PACKAGE_DESCRIPTION.md

* Refactor

---------

Co-authored-by: Kajanan Selvanesan <[email protected]>

README.md

@@ -50,7 +50,7 @@
 ## Architecture
 
 <p align="center">
-    <img height="400" src="./asserts/images/archi-dig.png" alt="archi-dig">
+    <img height="640" src="./asserts/images/archi-dig.png" alt="archi-dig">
 </p>
 
 ## 🛠 Installation

setup.py

@@ -0,0 +1,58 @@
+from setuptools import setup, find_packages
+from codecs import open
+from os import path
+
+
+HERE = path.abspath(path.dirname(__file__))
+
+with open(path.join(HERE, "README.md"), "r", encoding='utf-8') as f:
+    long_description = f.read()
+
+with open(path.join(HERE, "requirements.txt"), "r", encoding='utf-8') as f:
+    requirements = f.read().splitlines()
+
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Developers",
+    "Intended Audience :: Science/Research",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "License :: OSI Approved :: MIT License",
+    "Operating System :: OS Independent",
+    "Topic :: Scientific/Engineering",
+    "Topic :: Software Development",
+]
+
+setup(
+    name="ibat",
+    version="0.1.0-rc1",
+    description="Python framework designed to improve the robustness of real-time bus arrival/dwell time \
+prediction models in heterogeneous traffic conditions by addressing real concept drift.",
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    url="https://github.com/aaivu/ibat/",
+    keywords=[
+        "Bus arrival/dwell time prediction",
+        "Hybrid batch processing",
+        "Concept drift handling",
+        "Active strategy",
+        "Incremental learning",
+    ],
+    author="Aaivu",
+    author_email='[email protected]',
+    license="MIT",
+    python_requires=">=3.9",
+    classifiers=classifiers,
+    packages=find_packages(where="src"),
+    package_dir={"": "src"},
+    include_package_data=True,
+    install_requires=requirements,
+    project_urls={
+        "Homepage": "https://github.com/aaivu/ibat",
+        "Source": "https://github.com/aaivu/ibat",
+        "Download": "https://github.com/aaivu/ibat/releases",
+        "Documentation": "https://github.com/aaivu/ibat/blob/master/README.md",
+        "Bug Tracker": "https://github.com/aaivu/ibat/issues",
+    }
+)