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Add healthsea to universe (#9838)

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* Add healthsea to universe

* Update website/meta/universe.json

* Add thumbnail

* Update website/meta/universe.json

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
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Edward 2021-12-15 17:54:44 +01:00 committed by GitHub
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website/meta/universe.json
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@ -2774,6 +2774,54 @@
"website": "https://yanaiela.github.io"
}
},
{
"id": "Healthsea",
"title": "Healthsea",
"slogan": "Healthsea: an end-to-end spaCy pipeline for exploring health supplement effects",
"description": "This spaCy project trains an NER model and a custom Text Classification model with Clause Segmentation and Blinding capabilities to analyze supplement reviews and their potential effects on health.",
"github": "explosion/healthsea",
"thumb": "https://github.com/explosion/healthsea/blob/main/img/Jellyfish.png",
"category": ["pipeline", "research"],
"code_example": [
"import spacy",
"",
"nlp = spacy.load(\"en_healthsea\")",
"doc = nlp(\"This is great for joint pain.\")",
"",
"# Clause Segmentation & Blinding",
"print(doc._.clauses)",
"",
"> {",
"> \"split_indices\": [0, 7],",
"> \"has_ent\": true,",
"> \"ent_indices\": [4, 6],",
"> \"blinder\": \"_CONDITION_\",",
"> \"ent_name\": \"joint pain\",",
"> \"cats\": {",
"> \"POSITIVE\": 0.9824668169021606,",
"> \"NEUTRAL\": 0.017364952713251114,",
"> \"NEGATIVE\": 0.00002889777533710003,",
"> \"ANAMNESIS\": 0.0001394189748680219",
"> \"prediction_text\": [\"This\", \"is\", \"great\", \"for\", \"_CONDITION_\", \"!\"]",
"> }",
"",
"# Aggregated results",
"> {",
"> \"joint_pain\": {",
"> \"effects\": [\"POSITIVE\"],",
"> \"effect\": \"POSITIVE\",",
"> \"label\": \"CONDITION\",",
"> \"text\": \"joint pain\"",
"> }",
"> }"
],
"author": "Edward Schmuhl",
"author_links": {
"github": "thomashacker",
"twitter": "aestheticedwar1",
"website": "https://explosion.ai/"
}
},
{
"id": "presidio",
"title": "Presidio",