Metadata-Version: 2.4
Name: trainstation
Version: 1.2
Summary: Convenient training of linear models
Author: The trainstation developers group
Maintainer: The trainstation developers group
License: MIT License
        
        Copyright (c) 2018-2021 materials-modeling
        
        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.
        
Project-URL: Documentation, https://trainstation.materialsmodeling.org
Project-URL: Repository, https://gitlab.com/materials-modeling/trainstation/
Classifier: Development Status :: 5 - Production/Stable
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Physics
Requires-Python: >=3.9
Description-Content-Type: text/x-rst
License-File: LICENSE
Requires-Dist: scipy
Requires-Dist: numpy>=1.12
Requires-Dist: scikit-learn
Dynamic: license-file

**trainstation** — Convenient training of linear models
*******************************************************

**trainstation** is a tool that allows the efficient construction of linear models.
It provides supplementary functionality for handling data and model metrics and relies on the **scikit-learn** library for the actual training.
Many examples for the application of **trainstation** can be found in the documentation of `hiphive <https://hiphive.materialsmodeling.org/>`_ and `icet <https://icet.materialsmodeling.org/>`_.

**trainstation** has been developed  at the `Department of Physics <https://www.chalmers.se/en/departments/physics/Pages/default.aspx>`_
of `Chalmers University of Technology <https://www.chalmers.se/>`_ in Gothenburg, Sweden.
Please consult the `credits page <https://trainstation.materialsmodeling.org/credits>`_ for information on how to cite **trainstation**.
The development of **trainstation** is hosted on `gitlab <https://gitlab.com/materials-modeling/trainstation>`_.
Bugs should be submitted via the `gitlab issue tracker <https://gitlab.com/materials-modeling/trainstation/issues>`_.

Installation
------------

**trainstation** can be installed via ``pip``::

    pip3 install trainstation

If you want to get the absolutely latest version you can install from the repo::

    pip3 install -e git+https://gitlab.com/materials-modeling/trainstation
