statsmodels
statsmodels is a Python module that provides classes and functions for the estimation of many different statistical models, as well as for conducting statistical tests, and statistical data exploration. An extensive list of result statistics are available for each estimator. The results are tested against existing statistical packages to ensure that they are correct. The package is released under the open source Modified BSD (3-clause) license. The online documentation is hosted at statsmodels.org.
https://www.statsmodels.org/stable/index.html
Official Documents
Examples
https://www.statsmodels.org/dev/examples/index.html
Graphics
https://www.statsmodels.org/dev/graphics.html
Frequently Asked Question
https://www.statsmodels.org/dev/faq.html
Subpages
statsmodels tsa
statsmodels.graphics.tsaplots