Merge pull request #447 from HPCurtis/main

Merge pull request #470 from pymc-labs/pre-commit-ci-update-config

[pre-commit.ci] pre-commit autoupdate

Merge pull request #468 from pymc-labs/pre-commit-ci-update-config

fix minor issue in multi-cell geolift notebook

update notebook on scikit-learn synthetic control example

[pre-commit.ci] pre-commit autoupdate

Merge pull request #467 from pymc-labs/pre-commit-ci-update-config

[pre-commit.ci] pre-commit autoupdate

Merge pull request #464 from pymc-labs/pre-commit-ci-update-config

Fix PyMC site reference (#466)

Merge pull request #465 from pymc-labs/improve-build-badge

update badges in github README

final doctest now passes 😍

undo plot colour change that I made when debugging

update api calls in multi cell geolift notebook

all tests now passing 🎉 (one failing doctest)

fix some failing tests

revert a change which seems no longer required

attempt to make LinearRegression doctest pass

start embracing xarray to handle broadcasting

add additional asserts to integration tests to detect shape problems

more deprecation removal

remove api backward compatibility and deprecation tests

bug fixing