semvec/pypi-packages huggingface dataset:
colibripy 1.0.0
The package contains statsitical tests such as one-sample, two-sample and paired t-test. Residual analysis and plotting are also supported.
License: MIT
Requires Python: <4.0,>=3.12
Keywords: statistics, parametric tests, t-test, one-sample t-test, two-sample t-test, paired t-test

.. image:: https://raw.githubusercontent.com/MMateo1120/colibripy/89b4489a8324c3b267e2c63de81654c4017636ea/colibri_pic.svg
  :width: 150
  :height: 150 
  :align: left

|
| **Colibripy** is a python package for data evaluation using statistical tools. For now, the following methods are available:
| **one-sample t-test**
| **two-sample t-test**
| **paired t-test**
| 
|



Examples
------------
| all : https://github.com/MMateo1120/colibripy_examples
| one-sample t-test : https://github.com/MMateo1120/colibripy_examples/blob/main/t_test_one_sample.ipynb
| two-sample t-test : https://github.com/MMateo1120/colibripy_examples/blob/main/t_test_two_sample.ipynb
| paired t-test : https://github.com/MMateo1120/colibripy_examples/blob/main/t_test_paired.ipynb 

=======


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


User installation
~~~~~~~~~~~~~~~~~

To install colibripy and update dependencies use ``pip``::

    pip install -U colibripy

colibripy 1.0.0 requires Python 3.12 or newer.


Dependencies
~~~~~~~~~~~~

colibripy requires:

- matplotlib >= 3.9.1
- numpy >= 2.0.1
- pandas >= 2.2.2
- pytest >= 8.3.2
- scikit_learn >= 1.5.1
- scipy >= 1.14.0
- seaborn >= 0.13.2
- statsmodels >= 0.14.2
- tabulate >= 0.9.0

=======

Important links
---------------

- Official source code repo: https://github.com/MMateo1120/colibripy
- Download releases: https://pypi.org/project/colibripy
- Issue tracker: https://github.com/MMateo1120/colibripy/issues