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Parameter Comparison Table Generator

Project description

ParamComparison is a Python package which can generate a series of tables to display results of different parameter combinations. It is useful when trying different parameters to see how good the results are.

Install

To install, run:

python setup.py install

Or use pip:

pip install ParamComparison

Basic Usage

The basic usage is simple:

import paramcomparison
from paramcomparison.writers import RstWriter
from paramcomparison.readers import UserFunctionReader

# f can be any custom function. It can be a function which reads a data file, or computes on the
# fly.
def f(params, data):
    return params['a'] + params['b'] + params['c'] + params['d']

param_space = {'a': [1,2], 'b': [3,4], 'c':[5,6], 'd': [7,8]}

pc = paramcomparison.ParamComparison(param_space, UserFunctionReader(f, None))
pc.generate_pages('output', RstWriter(), 'a', 'b')

The directory output will contain some rst files which contains generated tables. You can use Sphinx, Nikola or other tools to further convert them into HTML, PDF and other formats.

There are more examples available in the doc/examples folder.

Source Code

The source code is available on GitHub.

Bug Report and Contribution

Please submit bug reports to the issue tracker. To contribute, please make a pull request on GitHub.

License

Copyright (c) 2015 Hong Xu <hong@topbug.net>

ParamComparison is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

ParamComparison is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.

You should have received a copy of the GNU Lesser General Public License along with ParamComparison. If not, see <http://www.gnu.org/licenses/>.

You can view the full text of the license in LICENSE.txt. You can also view GNU General Public License version 3 in GPL.txt.

Project details


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ParamComparison-0.2.1.tar.gz (22.5 kB view hashes)

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