This is my custom ML package based on the scikit-learn library. It contains the following modules:

• PCA library
• SVD library
• K-means library
• K-medoids library
• t-SNE library

My ML package (mymlpackage):

This is a simple package that contains some useful functions for machine learning, to practice an experiment in the ML course from the University of Antioquia.

for mor information about the package, please visit the documentation

Installation

Use the package manager pip to install this package.

pip install mymlpackage

Usage example

import mymlpackage as mp

mp.KMeans(X, k, max_iter, tol)
mp.KMedoids(X, k, max_iter, tol)
mp.svd(X)

License

MIT

Copyright (c) 2023 The Python Packaging Authority

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
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SOFTWARE.

Authors

Name: Lina María Beltrán Durango

E-mail: linam.beltran@udea.edu.co