Ocean

Easy ML workflows built on scikit-learn

Ocean is a package for machine learning workflows that makes it easier to create models. It is made using several tools from scikit-learn, to speed up the machine learning process.

Feature

This package will continue to be developed to add more features, here are some features which is in package ocean

• automl
• preprocessing
• save and load model

Dependency

numpy==1.25.1
scikit-learn==1.3.0
scipy==1.11.1
tabulate==0.9.0
xgboost==1.7.6
pandas==2.0.3

How to Install

You can install ocean with pip using this command:

pip install ocean-ml

Pypi Link

https://pypi.org/project/ocean-ml/

Github Link

https://github.com/AgufSamudra/ocean
Ocean