mirror of https://github.com/explosion/spaCy.git
Add healthsea to universe (#9838)
* 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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@ -2774,6 +2774,54 @@
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"website": "https://yanaiela.github.io"
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"website": "https://yanaiela.github.io"
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}
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}
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},
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},
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{
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"id": "Healthsea",
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"title": "Healthsea",
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"slogan": "Healthsea: an end-to-end spaCy pipeline for exploring health supplement effects",
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"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.",
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"github": "explosion/healthsea",
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"thumb": "https://github.com/explosion/healthsea/blob/main/img/Jellyfish.png",
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"category": ["pipeline", "research"],
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"code_example": [
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"import spacy",
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"",
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"nlp = spacy.load(\"en_healthsea\")",
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"doc = nlp(\"This is great for joint pain.\")",
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"",
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"# Clause Segmentation & Blinding",
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"print(doc._.clauses)",
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"",
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"> {",
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"> \"split_indices\": [0, 7],",
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"> \"has_ent\": true,",
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"> \"ent_indices\": [4, 6],",
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"> \"blinder\": \"_CONDITION_\",",
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"> \"ent_name\": \"joint pain\",",
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"> \"cats\": {",
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"> \"POSITIVE\": 0.9824668169021606,",
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"> \"NEUTRAL\": 0.017364952713251114,",
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"> \"NEGATIVE\": 0.00002889777533710003,",
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"> \"ANAMNESIS\": 0.0001394189748680219",
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"> \"prediction_text\": [\"This\", \"is\", \"great\", \"for\", \"_CONDITION_\", \"!\"]",
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"> }",
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"",
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"# Aggregated results",
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"> {",
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"> \"joint_pain\": {",
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"> \"effects\": [\"POSITIVE\"],",
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"> \"effect\": \"POSITIVE\",",
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"> \"label\": \"CONDITION\",",
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"> \"text\": \"joint pain\"",
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"> }",
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"> }"
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],
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"author": "Edward Schmuhl",
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"author_links": {
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"github": "thomashacker",
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"twitter": "aestheticedwar1",
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"website": "https://explosion.ai/"
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}
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},
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{
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{
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"id": "presidio",
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"id": "presidio",
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"title": "Presidio",
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"title": "Presidio",
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