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Project description
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, but for now there is only one feature, namely automl.
- automl
Dependency
numpy==1.25.1
scikit-learn==1.3.0
scipy==1.11.1
tabulate==0.9.0
xgboost==1.7.6
How to Install
You can install ocean with pip using this command:
pip install ocean-ml
Example
AutoML
from ocean.automl import AutoMLRegressor
model = AutoMLRegressor(X, y, categoric, tune_params=True)
model.fit()
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ocean-ml-1.0.1.tar.gz
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