Taweret

Date: 04 March 2024

Our second release of Taweret has come! In this release, we include bug fixes, development of a CI workflow, and inclusion of an automatic testing workflow so that whenever a new user wishes to include their model mixing strategy into Taweret, they can PR their additions to the 'develop' branch, along with a pytest file for their code, and Actions will run the pytest. We also include updated instructions for installation of our package, and updates to the documentation.

Taweret is also now on pypi, and can be downloaded simply by running
`pip install Taweret`
in terminal!

**IMPORTANT**: We would like to emphasize that, to run the test locally, all dependency should be installed. Please see the documentation.


**Full Changelog**: https://github.com/bandframework/Taweret/compare/v1.0.0...v1.0.1

Date: October 05, 2023

The first release of our Taweret Bayesian Model Mixing package!

This release includes 3 model mixing techniques:
1 : Bivariate linear model mixing, with an option for simultaneous calibration + model mixing (from danOSU)
2 : Multivariate model mixing, or combining Gaussian distributions via precision weighting (from asemposki)
3 : Model mixing using BART (Bayesian Additive Regression Trees) (from jcyannotty)

We have many exciting additions to be added soon, including work that collaborator Kevin Ingles (ominusliticus) has been hard at work on, and improvements to the Multivariate Model Mixing method (from Alexandra Semposki (asemposki)) and BART-based approach (jcyannotty).

What's Changed
* created a simple readme for Taweret by asemposki in https://github.com/bandframework/Taweret/pull/1
* Bivariate BMM tutorial nb and source code by asemposki in https://github.com/bandframework/Taweret/pull/2
* Add core by ominusliticus in https://github.com/bandframework/Taweret/pull/8
* Tawaret/core: Adding base classes by ominusliticus in https://github.com/bandframework/Taweret/pull/9
* Taweret/core: Update BaseMixer docstrings and filled in BaseModel ABC by ominusliticus in https://github.com/bandframework/Taweret/pull/10
* Update to Trees by jcyannotty in https://github.com/bandframework/Taweret/pull/11
* update to gaussian.py and samba_models.py by asemposki in https://github.com/bandframework/Taweret/pull/13
* Multivariate() compatible with BaseMixer by asemposki in https://github.com/bandframework/Taweret/pull/15
* fixed URL link in readme.md file by asemposki in https://github.com/bandframework/Taweret/pull/17
* Edits to intro.rst file and README by asemposki in https://github.com/bandframework/Taweret/pull/19
* Docuementation and Trees updates by jcyannotty in https://github.com/bandframework/Taweret/pull/21
* Changes to the N_Model_BMM notebook by asemposki in https://github.com/bandframework/Taweret/pull/22
* Testing editting and PRing by ominusliticus in https://github.com/bandframework/Taweret/pull/18
* Testing suite for gaussian.py and samba_models by extension by asemposki in https://github.com/bandframework/Taweret/pull/23
* Bug fixes for my files by asemposki in https://github.com/bandframework/Taweret/pull/25
* Changes to Docs page + samba_models.py path by asemposki in https://github.com/bandframework/Taweret/pull/27
* Add BART-BMM notebooks, polynomial models class, and updates to trees class by jcyannotty in https://github.com/bandframework/Taweret/pull/26
* PR after Rebase by jcyannotty in https://github.com/bandframework/Taweret/pull/29
* delete eft nb by jcyannotty in https://github.com/bandframework/Taweret/pull/30
* Merging all differences now to clean up by asemposki in https://github.com/bandframework/Taweret/pull/31
* samba_models.py file + citation for BAND software by asemposki in https://github.com/bandframework/Taweret/pull/33
* docs update by jcyannotty in https://github.com/bandframework/Taweret/pull/34
* updates to docs and test_trees.py by jcyannotty in https://github.com/bandframework/Taweret/pull/35
* docs for polynomial models by jcyannotty in https://github.com/bandframework/Taweret/pull/36
* modify polynomial docs by jcyannotty in https://github.com/bandframework/Taweret/pull/37
* last docs update and notebook bug fixes by jcyannotty in https://github.com/bandframework/Taweret/pull/38
* Develop by asemposki in https://github.com/bandframework/Taweret/pull/39
* fixed paths for good by asemposki in https://github.com/bandframework/Taweret/pull/40
* Bivaraite with testing by danOSU in https://github.com/bandframework/Taweret/pull/41
* reinstating some functionalities by asemposki in https://github.com/bandframework/Taweret/pull/43
* fixed data return by asemposki in https://github.com/bandframework/Taweret/pull/44
* adding logo by asemposki in https://github.com/bandframework/Taweret/pull/45
* Test fixes from the first BAND review by jcyannotty in https://github.com/bandframework/Taweret/pull/48
* Update Readme and docs for the trees installation by jcyannotty in https://github.com/bandframework/Taweret/pull/49
* Update Taweretbandsdk.md by wildsm in https://github.com/bandframework/Taweret/pull/50

New Contributors
* ominusliticus made their first contribution in https://github.com/bandframework/Taweret/pull/8
* danOSU made their first contribution in https://github.com/bandframework/Taweret/pull/41
* wildsm made their first contribution in https://github.com/bandframework/Taweret/pull/50

**Full Changelog**: https://github.com/bandframework/Taweret/commits/v1.0.0