conveyer🏭

Machine Learning for everybody. conveyer is an automated machine learning library.

Quick glance

import os
from glob import glob
import conveyer

data_dir = os.path.join(os.path.dirname(__file__), 'data')
f_train = os.path.join(data_dir, 'train.csv')
f_test = os.path.join(data_dir, 'test.csv')

# training and validation
conveyer.convey(path=f_train,
                ignore_cols=['Id', 'Name'],
                out_dir='model')

# test
preds = conveyer.produce(f_test, model_dir='model')
print(preds)

Installation

• Install conveyer from PyPI (recommended):

pip install conveyer

• Alternatively: install conveyer from the GitHub source:

First, clone conveyer using git:

git clone https://github.com/yusugomori/conveyer.git

Then, cd to the conveyer folder and run the install command:

cd conveyer
sudo python setup.py install

License

Free for personal use only. Contact @yusugomori for commercial use or more details.

NOTICE

conveyer is still in development.