├── .coveragerc ├── .github └── workflows │ ├── ci.yml │ └── docs.yml ├── .gitignore ├── LICENSE ├── Makefile ├── README.md ├── docs ├── api │ ├── corpus.md │ ├── corrections.md │ ├── dataset.md │ ├── hashing.md │ ├── insights.md │ ├── loaders.md │ ├── operations.md │ ├── recognizers │ │ ├── base.md │ │ └── spacy.md │ ├── stats.md │ ├── store.md │ ├── tokenization.md │ ├── types │ │ └── example.md │ └── validation.md ├── css │ ├── custom.css │ └── termynal.css ├── img │ ├── drone-white.svg │ ├── drone.svg │ ├── logo-margin │ │ ├── logo-margin-vector.svg │ │ └── logo-margin.svg │ ├── recon-ner.jpg │ ├── recon-ner.svg │ ├── recon.svg │ └── recon_white.svg ├── index.md ├── js │ ├── custom.js │ └── termynal.js ├── operations_registry.py ├── overrides │ └── main.html ├── release-notes.md ├── src │ └── tutorial │ │ ├── 1_stats.py │ │ ├── 2_corpus_apply.py │ │ ├── 3_dataset_mutate.py │ │ ├── 3_dataset_mutate_save.py │ │ ├── 3_dataset_stats.py │ │ ├── 4_corpus.py │ │ ├── 5_conll_loading.py │ │ ├── 6_conll_ec.py │ │ ├── 7_conll_dallas_example.py │ │ └── 8_conll_label_disparities.py └── tutorial │ ├── conll │ ├── label_insights.md │ ├── loading.md │ ├── model_insights.md │ └── stats.md │ ├── corpus.md │ ├── custom_entity_recognizer.md │ ├── dataset_intro.md │ ├── dataset_mutate.md │ ├── loading_data.md │ └── ner_stats.md ├── examples ├── .ipynb_checkpoints │ ├── 1.0_usage-checkpoint.ipynb │ └── cs_data_test-checkpoint.ipynb ├── 1.0_usage.ipynb ├── 3.0_hardest_examples.ipynb ├── 5.0_operation_factories.ipynb ├── 6.0_augmentations.ipynb ├── 7.0_pretty_print.ipynb ├── config │ ├── base_config.cfg │ └── config.cfg ├── data │ ├── conll2003 │ │ ├── .recon │ │ │ ├── dev │ │ │ │ └── state.json │ │ │ ├── example_store.jsonl │ │ │ ├── meta.json │ │ │ ├── test │ │ │ │ └── state.json │ │ │ └── train │ │ │ │ └── state.json │ │ ├── dev.jsonl │ │ ├── dev.spacy │ │ ├── test.jsonl │ │ ├── train.jsonl │ │ └── train.spacy │ ├── fashion_brands │ │ ├── README.md │ │ ├── dev.jsonl │ │ └── train.jsonl │ ├── food_ingredients │ │ ├── counts.csv │ │ ├── data.jsonl │ │ ├── dev.jsonl │ │ ├── small │ │ │ ├── .recon │ │ │ │ ├── dev │ │ │ │ │ └── state.json │ │ │ │ ├── example_store.jsonl │ │ │ │ ├── meta.json │ │ │ │ └── train │ │ │ │ │ └── state.json │ │ │ ├── dev.jsonl │ │ │ └── train.jsonl │ │ └── train.jsonl │ └── skills │ │ ├── dev.jsonl │ │ ├── test.jsonl │ │ ├── train.json │ │ └── train.jsonl ├── experimental │ ├── 6.0_augmentations.ipynb │ ├── 6.1_augmentations.ipynb │ └── fashion_brands.ipynb └── fixed_data │ ├── fashion_brands_4_augmentations │ ├── .recon │ │ ├── meta.json │ │ └── train │ │ │ └── state.json │ ├── train.jsonl │ └── train │ │ └── .recon │ │ └── train │ │ ├── example_store.jsonl │ │ └── state.json │ ├── fashion_brands_ent_label_augment │ ├── .recon │ │ ├── dev │ │ │ └── state.json │ │ ├── example_store.jsonl │ │ ├── meta.json │ │ └── train │ │ │ └── state.json │ ├── dev.jsonl │ └── train.jsonl │ ├── fashion_brands_s2v │ ├── .recon │ │ ├── dev │ │ │ └── state.json │ │ ├── example_store.jsonl │ │ ├── meta.json │ │ └── train │ │ │ └── state.json │ ├── dev.jsonl │ └── train.jsonl │ ├── fashion_brands_s2v_ent_label_aug │ ├── .recon │ │ ├── dev │ │ │ └── state.json │ │ ├── example_store.jsonl │ │ ├── meta.json │ │ └── train │ │ │ └── state.json │ ├── dev.jsonl │ └── train.jsonl │ ├── fashion_brands_s2v_ent_label_aug_no_dev_ents │ ├── .recon │ │ ├── dev │ │ │ └── state.json │ │ ├── example_store.jsonl │ │ ├── meta.json │ │ └── train │ │ │ └── state.json │ ├── dev.jsonl │ └── train.jsonl │ ├── food_ingredients_ent_label_augment │ ├── .recon │ │ ├── dev │ │ │ └── state.json │ │ ├── example_store.jsonl │ │ ├── meta.json │ │ └── train │ │ │ └── state.json │ ├── dev.jsonl │ └── train.jsonl │ └── food_ingredients_ent_label_augment_small │ ├── .recon │ ├── dev │ │ └── state.json │ ├── example_store.jsonl │ ├── meta.json │ └── train │ │ └── state.json │ ├── dev.jsonl │ └── train.jsonl ├── mkdocs.yml ├── pyproject.toml ├── recon ├── __init__.py ├── augmentation.py ├── cli │ ├── __init__.py │ ├── _util.py │ ├── dashboard.py │ └── stats.py ├── constants.py ├── corpus.py ├── corrections.py ├── dataset.py ├── hashing.py ├── insights.py ├── linker.py ├── loaders.py ├── operations.py ├── preprocess.py ├── prodigy │ ├── __init__.py │ ├── recipes.py │ ├── static │ │ ├── stats.html │ │ └── stats.js │ ├── templates │ │ └── prediction_error.html │ └── utils.py ├── recognizer.py ├── sample.py ├── scorer.py ├── stats.py ├── store.py ├── tokenization.py ├── types.py ├── util.py └── validation.py ├── requirements-dev.txt ├── scripts ├── build-docs.sh ├── clean.sh ├── deploy.sh ├── docs-live.sh ├── format-imports.sh ├── format.sh ├── gh-deploy-docs.sh ├── lint.sh ├── netlify-docs.sh ├── publish.sh ├── push-tag.sh ├── test-cov-html.sh ├── test-files.sh └── test.sh ├── streamlit_recon.py └── tests ├── __init__.py ├── conftest.py ├── test_augmentation.py ├── test_corpus.py ├── test_corrections.py ├── test_dataset.py ├── test_example.py ├── 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