Update .flake8 file, test.yml, README.md, and linting configuration

Author: SubaashNair

.flake8

@@ -0,0 +1,3 @@
+[flake8]
+exclude = site-packages, __pycache__, .git, .venv, .eggs, *.egg-info
+max-line-length = 88

.github/workflows/tests.yml

@@ -1,4 +1,4 @@
-name: Tests
+name: CI
 
 on:
   push:
@@ -15,39 +15,46 @@ jobs:
         python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
 
     steps:
-    - uses: actions/checkout@v4
-    
+    - name: Checkout code
+      uses: actions/checkout@v4
+
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
-    
+
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
         pip install -e '.[test]'
-    
-    - name: Run tests
+
+    - name: Run tests with pytest
       run: |
         pytest tests/ -v
 
   lint:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v4
-    
+    - name: Checkout code
+      uses: actions/checkout@v4
+
     - name: Set up Python
       uses: actions/setup-python@v5
       with:
         python-version: '3.12'
-    
-    - name: Install dependencies
+
+    - name: Install linting dependencies
       run: |
         python -m pip install --upgrade pip
         pip install black isort flake8
-    
+
+    - name: Auto-fix formatting issues
+      run: |
+        black optimrl tests
+        isort optimrl tests
+
     - name: Check code formatting
       run: |
         black --check optimrl tests
         isort --check-only optimrl tests
-        flake8 optimrl tests
+        flake8 optimrl tests

LICENSE

@@ -0,0 +1,15 @@
+MIT License
+
+Copyright (c) 2025 Subashanan Nair
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

README.md

@@ -6,17 +6,17 @@ OptimRL is a **high-performance reinforcement learning library** that introduces
 ## 🏅 Badges
 
 ![PyPI Version](https://img.shields.io/pypi/v/optimrl)
-![PyPI Downloads](https://img.shields.io/pypi/dm/optimrl)
-![Python Version](https://img.shields.io/pypi/pyversions/optimrl)
+<!-- ![PyPI Downloads](https://img.shields.io/pypi/dm/optimrl) -->
+<!-- ![Python Version](https://img.shields.io/pypi/pyversions/optimrl) -->
 ![Python](https://img.shields.io/badge/Python-3.8%2B-blue?logo=python&logoColor=white)
 ![C](https://img.shields.io/badge/C-99-00599C?logo=c&logoColor=white)
 ![NumPy](https://img.shields.io/badge/Library-NumPy-013243?logo=numpy&logoColor=white)
 ![PyTorch](https://img.shields.io/badge/Framework-PyTorch-EE4C2C?logo=pytorch&logoColor=white)
 ![Setuptools](https://img.shields.io/badge/Tool-Setuptools-3776AB?logo=python&logoColor=white)
 ![Build Status](https://github.com/subaashnair/optimrl/actions/workflows/tests.yml/badge.svg)
-![CI](https://github.com/subaashnair/optimrl/workflows/CI/badge.svg)
-![Coverage](https://img.shields.io/codecov/c/github/subaashnair/optimrl)
-![License](https://img.shields.io/github/license/subaashnair/optimrl)
+<!-- ![CI](https://github.com/subaashnair/optimrl/workflows/CI/badge.svg) -->
+<!-- ![Coverage](https://img.shields.io/codecov/c/github/subaashnair/optimrl) -->
+<!-- ![License](https://img.shields.io/github/license/subaashnair/optimrl) -->
 
 ## 🌟 Features
 

optimrl/__init__.py

@@ -4,5 +4,6 @@
 __all__ = ["GRPO"]
 from . import _version
 from ._version import get_versions
-__version__ = _version.get_versions()['version']
+
+__version__ = _version.get_versions()["version"]
 del get_versions