1.3.1

Releasing this because OSF's urls have changed (#378) and so all the calls to fetch_data will fail without these changes.

Other changes:

• Changes to how the various attributes updated over synthesis are handled: backwards compatibility is not broken, but we now raise a FutureWarning warning people about this. See #370 for more details.
• load_images will now sort by filename by default (previously, was unsorted) and user can pass a key to use for sorting.
• Improvements to docstrings.
• Bugfixes:
  • MetamerCTF will work with LBFGS now and can call .to partway through synthesizing.

What's Changed

• corrects even/odd in steerpyr docstring by @billbrod in #351
• More docstrings! by @billbrod in #356
• Fix PortillaSimoncelli update_plot on GPU by @billbrod in #355
• doc string examples by @wulfdewolf in #359
• Switch jupyter notebooks to Myst NB by @billbrod in #358
• More linting by @billbrod in #362
• sort load_images by @billbrod in #361
• Regression tests by @billbrod in #366
• Add codespell support (config, workflow to detect/not fix) and make it fix some typos by @yarikoptic in #367
• Bugfix: MetamerCTF should work with LBFGS optimizer by @billbrod in #369
• docstrings for stats functions by @wulfdewolf in #364
• Updates to how we save synthesis metamer / mad image over synthesis by @billbrod in #370
• Update GH action and pre-commit versions by @billbrod in #373
• Bugfix: fixes MetamerCTF.to when called mid-synthesize by @billbrod in #375
• Install torch cpu-only build for github actions by @billbrod in #376
• Hotfix: fix osf download url by @billbrod in #378
• Fix deploy action by @billbrod in #379

New Contributors

• @wulfdewolf made their first contribution in #359
• @yarikoptic made their first contribution in #367

Full Changelog: 1.3.0...1.3.1