v1 release

This release completely rewrites the API and documentation based on user feedback during the one-year beta period.

Major changes include:

• New API for finetuning
• Shift to PyTorch/Lightning
• Support for all timm models
• Docs refocused on finetuning
• Pretrained model library added
• Data loading refactored to albumentations and mwalmsley/galaxy-datasets

Documentation is here. Installation and quickstart are on the README.

Thank you all for the help!

What's Changed

• Update refactor with latest changes by @mwalmsley in #15
• Dockerize zoobot for pytorch and tensorflow versions by @camallen in #14
• Refactor pytorch datasets by @mwalmsley in #16
• missed a rename, thanks cam by @mwalmsley in #17
• allow multiple catalog paths to be passed by @camallen in #19
• allow install of git based packages (pytorch_galaxy_datasets) by @camallen in #20
• Bring old dev branch up-to-date by @mwalmsley in #23
• Update finetuning_advanced example by @mwalmsley in #24
• PL logging by @mwalmsley in #22
• Improve data files for docker by @camallen in #21
• allow checkpointing setup to be customized by @camallen in #26
• Include Cam's latest features on generic dev by @mwalmsley in #27
• improve docker setup by @camallen in #28
• Trivial updates by @mwalmsley in #29
• Refactor PyTorch for explicit Lighnting/Wandb hyperparameters by @mwalmsley in #30
• Adding Zoobot to pypi by @mwalmsley in #31
• add gh action CI system by @camallen in #34
• add gh action to publish package to pypi by @camallen in #33
• remove travis CI integration by @camallen in #35
• Deprecate TFRecords by @mwalmsley in #32
• Fix doc build, tweak readme by @mwalmsley in #40
• Trivial typing change left behind by @mwalmsley in #55
• Create CODE_OF_CONDUCT.md by @camallen in #46
• Add PyTorch Finetuning Capability, Examples by @mwalmsley in #59
• Benchmarks by @mwalmsley in #58
• remove extra _non-star label for artifact task by @camallen in #60
• allow more params to finetuning via config object by @mwalmsley in #63
• add wandb logging, freeze batchnorm by default by @mwalmsley in #62
• Make sure TF and Torch versions have similar performance by @mwalmsley in #64
• Big messy PR of misc. improvements by @mwalmsley in #65
• use correct torchvision 0.13.1 package by @camallen in #69
• Update with previous commits by @mwalmsley in #72
• use latest galaxy-datasets package by @camallen in #75
• add timm package for pytoch cuda by @camallen in #77
• Docs by @mwalmsley in #78
• Merge pull request #78 from mwalmsley/docs by @mwalmsley in #79
• Finetune v1 by @mwalmsley in #80
• Joss by @mwalmsley in #81
• Syncing branches by @mwalmsley in #83
• Update finetune-v1 with docs changes by @mwalmsley in #84
• Finetune v1 onto dev by @mwalmsley in #86
• Add tensorboard writer callback to pytorch by @maja-jablonska in #54
• V1 release by @mwalmsley in #88

New Contributors

• @maja-jablonska made their first contribution in #54

Full Changelog: v0.0.3...v1.0.0