Metadata-Version: 2.4
Name: lmcats
Version: 0.2.0
Summary: lmcats: Advanced metaheuristic optimization with reporting
Home-page: https://github.com/mahdi123-tech
Author: Louati Mahdi
Author-email: louatimahdi390@gmail.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE.md
Requires-Dist: numpy
Requires-Dist: reportlab
Provides-Extra: tuning
Requires-Dist: optuna; extra == "tuning"
Provides-Extra: excel
Requires-Dist: openpyxl; extra == "excel"
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Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
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# lmcats: Advanced Matrix Optimization Library

## Key Features

### 1. Multi-Algorithm Benchmarking
Compare CATS against Genetic Algorithms, Random Search, and Nearest Neighbor:

```python
comparison_results = compare_algorithms(
    objective_function=your_cost_function,
    products=your_products,
)
