Astartes

This patch release contains a number of quality of life updates and cleanups related to the submission of `astartes` to PyOpenSci. See the extended log below.

What's Changed
* add readme line to explain how to use MDKS by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/149
* Delete postBuild by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/150
* Internal Improvements by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/151
* added a `conda-forge` package by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/152
* PyOpenSci Review - Documentation Updates by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/154
* PyOpenSci Review - Code Updates by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/155
* bump version for patch release by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/157


**Full Changelog**: https://github.com/JacksonBurns/astartes/compare/v1.1.2...v1.1.3

This release contains minor changes, primarily to the documentation, in response to initial editor comments at pyOpenSci. The primary difference in the codebase is that `astartes` now has a `__version__` attribute for backwards compatibility with Python 3.7.

To upgrade, run `pip install --upgrade astartes`.

To check which version of `astartes` you have installed, you can run `python -c "import astartes; print(astartes.__version__)"` on Python 3.7 or `python -c "from importlib.metadata import version; version('astartes')"` on Python 3.8 or newer.

What's Changed
* Pre-Submission Fixup for PyOpenSci by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/143
* pyOpenSci Initial Review Comments Fixup by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/147
* patch fixes for the previous patch fixes (version `1.1.2`) by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/148


**Full Changelog**: https://github.com/JacksonBurns/astartes/compare/v1.1.1...v1.1.2

This patch release contains minor bugfixes compared to version 1.1.0, see the linked PR below for complete details.

What's Changed
* v1.1.1 patches by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/140


**Full Changelog**: https://github.com/JacksonBurns/astartes/compare/v1.1.0...v1.1.1

`astartes` Minor Release 1.1.0 :tada:
The first minor release of `astartes` v1!

This new version adds the `generate_regression_results_dict` to auto-magically subject your sklearn-compatible model to a variety of different sampling algorithms and then show you the results. Great for rapid exploration!

There is also now a `conda` package for `astartes` base functionality, with more comprehensive packages coming in the future :crossed_fingers:. This version and all previous versions are available from the `jacksonburns` channel.

Complete details below:

What's Changed
* add a `conda` package by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/132
* Add function to obtain values for a table by kspieks in https://github.com/JacksonBurns/astartes/pull/122
* `astartes` v1.1.0 :tada: by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/136


**Full Changelog**: https://github.com/JacksonBurns/astartes/compare/v1.0.3...v1.1.0

This release adds first-party support for Pandas dataframes and series as input arguments to `astartes`!

What's Changed
* Support for Pandas Dataframe and Series by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/127


**Full Changelog**: https://github.com/JacksonBurns/astartes/compare/v1.0.2...v1.0.3

This patch release of `astartes` includes dramatic speedup and scaling improvements for the Kennard Stone and SPXY samplers (see 126).

What's Changed
* Improve Performance of Kennard-Stone, SPXY Samplers by JacksonBurns in https://github.com/JacksonBurns/astartes/pull/126


**Full Changelog**: https://github.com/JacksonBurns/astartes/compare/v1.0.1...v1.0.2