Machine Learning for everybody.
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conveyer release v0.0.5 Sep 5, 2018
examples add example Aug 30, 2018
.gitignore initial commit Aug 29, 2018
README.md initial commit Aug 29, 2018
setup.py release v0.0.5 Sep 5, 2018

README.md

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,
                id_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.