gdd-package 0.1.0

GDD - A comprehensive data science and machine learning package

GDD Package

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

Installation

pip install gdd-package

Usage

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