Pytorch-ie

* remove t_total from model implementations (278) ArneBinder
* minor data model improvements (274) ArneBinder

:beetle: Fixes

* use AdamW from torch.optim instead of the Huggingface transformers version (279) ArneBinder
* specify version of poetry-core (build-system) (275) ArneBinder
* fix dataset caching (272) ArneBinder
* Fix create annotations from output for seq2seq (269) ArneBinder
* fix training seq2seq (199) ArneBinder
* update aiohttp and markdown-it-py (267) ArneBinder

:books: Documentation

* add project development section to readme (266) ArneBinder

:rocket: Features

* implement ArrowBasedBuilder (264) ArneBinder
* Improvements for annotations with references (262) ArneBinder

:beetle: Fixes

* fix AutoTaskmodule (260) ArneBinder

* simplify hf_hub_mixin (257) ArneBinder
* streamline dataset builder (252) ArneBinder
* more informative assert log messages (240) leonhardhennig

:boom: Breaking Changes

* remove the datamodule (250) ArneBinder

:rocket: Features

* improve RE taskmodule speed (247) ArneBinder
* backwards compatible prepare() logic improvements (248) ArneBinder
* show_progress for taskmodule.encode() (242) ArneBinder

:beetle: Fixes

* use TypeAlias in all taskmodules (255) ArneBinder
* fix typing in RE taskmodule (254) ArneBinder
* update GitPython to fix vulnerability (251) ArneBinder
* Update dependencies new (245) ArneBinder

:books: Documentation

* reference the template in the readme (249) ArneBinder

:beetle: Fixes

* fix is_from_pretrained (237) ArneBinder

:books: Documentation

* docs for pie Concepts & Architecture (221) ArneBinder

* prefix annotation id with an underscore (230) ArneBinder

:boom: Breaking Changes

* filter out task encodings in encode_targets() that got no target (227) ArneBinder
* remove parameter predict_field from pipeline (226) ArneBinder
* is_from_pretrained property (217) ArneBinder
* Iterable encode (218) ArneBinder

:rocket: Features

* result_document_type for (Iterable)Dataset.map() (223) ArneBinder
* Iterable dataset (216) ArneBinder
* Multiple annotation targets (210) ArneBinder
* improve dataset builder creation (204) ArneBinder

:beetle: Fixes

* fix Pipeline._ensure_tensor_on_device() for ModelOutput (232) ArneBinder
* fix redundant config creation (231) ArneBinder
* Fix slow annotations (229) ArneBinder
* fix missing export for SimpleTransformerTextClassificationTaskModule (225) ArneBinder
* Fix (Multi)LabeledMultiSpan (224) ArneBinder
* same annotations in different annotation lists (222) ArneBinder

:books: Documentation

* simple text classification taskmodule (220) ArneBinder

:hammer: Refactoring

* Remove _root_annotation (209) ArneBinder

* remove brat PIE dataset converter (211) ArneBinder
* Fix: CoNLL03 loads outdated version (208) ChristophAlt
* Improve readme examples (203) ArneBinder

:construction_worker: Continuous Integration

* don't run tests twice (212) ArneBinder