Metadata-Version: 2.1
Name: mlexec
Version: 0.0.1
Summary: The mlexec package is used to run scikit-learn type models with high abstraction.
Author: DivM11
License: MIT
Platform: unix
Platform: linux
Platform: osx
Platform: cygwin
Platform: win32
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Requires-Python: >=3.6
License-File: LICENSE
Requires-Dist: pandas
Requires-Dist: hyperopt
Requires-Dist: scikit-learn
Requires-Dist: tensorflow
Provides-Extra: testing
Requires-Dist: pytest (>=6.0) ; extra == 'testing'
Requires-Dist: pytest-cov (>=2.0) ; extra == 'testing'
Requires-Dist: mypy (>=0.910) ; extra == 'testing'
Requires-Dist: flake8 (>=3.9) ; extra == 'testing'
Requires-Dist: tox (>=3.24) ; extra == 'testing'

## Purpose
The `mlexec` package is used to run scikit-learn type models with high abstraction, automating repetative tasks in training data preparation such as imputation, encoding etc. and during model tuning such as running CV, tuning and training.

## Steps to run
1. Install basic packages like `pandas`, `scikit-learn` etc. Exclude `tensorflow` if embeddings are not going to be used.
```{sh}
pip install -r requirements.txt
```
2. Move the folder `mlexec` to the working directory. Import and use!

MIT License

Copyright (c) 2023 DivM11

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
