What's Changed
* Add ReadTheDocs documentation by copybara-service in https://github.com/deepmind/dm_pix/pull/22
* Fix ReadTheDocs documentation by copybara-service in https://github.com/deepmind/dm_pix/pull/23
* Update README with GitHub shields by copybara-service in https://github.com/deepmind/dm_pix/pull/24
* Update README shields by copybara-service in https://github.com/deepmind/dm_pix/pull/25
* Added interactive examples of PIX Augmentations with Google Colab by SupreethRao99 in https://github.com/deepmind/dm_pix/pull/26
* Bump pillow from 8.3.2 to 9.0.0 by dependabot in https://github.com/deepmind/dm_pix/pull/29
* Migrate away from using JaxTestCase in tests by copybara-service in https://github.com/deepmind/dm_pix/pull/30
* Fix pix's SSIM's gradient to not nan-out on a flat image, and add a unit test that catches it. by copybara-service in https://github.com/deepmind/dm_pix/pull/31
* Bump ipython from 7.16.1 to 7.16.3 by dependabot in https://github.com/deepmind/dm_pix/pull/32
* Bump pillow from 9.0.0 to 9.0.1 by dependabot in https://github.com/deepmind/dm_pix/pull/33
* Bump version to 0.3.1 by copybara-service in https://github.com/deepmind/dm_pix/pull/34
New Contributors
* SupreethRao99 made their first contribution in https://github.com/deepmind/dm_pix/pull/26
**Full Changelog**: https://github.com/deepmind/dm_pix/compare/v0.3.0...v0.3.1