Metadata-Version: 2.1
Name: gdd-package
Version: 0.1.3
Summary: GDD - A comprehensive data science and machine learning package
Home-page: https://github.com/gdd02/gdd-package
Author: gdd02
Author-email: gdd02@example.com
Project-URL: Bug Reports, https://github.com/gdd02/gdd-package/issues
Project-URL: Source, https://github.com/gdd02/gdd-package
Keywords: data science,machine learning,analytics,clustering,classification
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE

# GDD Package

A comprehensive data science and machine learning package containing various experiments and algorithms.

## Installation

```bash
pip install gdd-package
```

## Usage

```python
import gdd

# Access various experiments
from gdd import exp2_olap, exp3_dt, exp4_lr, exp5_kmeans, exp6_hcluster, exp7_ap
```

## Features

- OLAP operations (exp2_olap)
- Decision Trees (exp3_dt)
- Linear Regression (exp4_lr)
- K-Means Clustering (exp5_kmeans)
- Hierarchical Clustering (exp6_hcluster)
- Affinity Propagation (exp7_ap)

## Requirements

- Python >= 3.8
- pandas >= 1.3.0
- numpy >= 1.21.0
- matplotlib >= 3.3.0
- scikit-learn >= 1.0.0
- mlxtend >= 0.19.0
- scipy >= 1.7.0

## License

MIT License
