OreoML

How to Use

OreoML can be installed via pip:

Note : Rename the your target column as target in your dataset to predict or classify using OreoML tool

pip3 install OreoML

For Training Model

oreoml_train --train-csv titanic.csv --model-dir /tmp/model.pkl --mode regression

For Prediction Model

oreoml_predict --train-csv train_titanic.csv --test-csv test_titanic.csv --model-dir /tmp/model.pkl

You may also invoke OreoML directly from Python. (e.g. via a Jupyter Notebook)

from OreoML import train

automl_train('titanic.csv', '/tmp/model.pkl','regression')

from OreoML import predict

automl_predict('train_titanic.csv', 'test_titanic.csv','/tmp/model.pkl')