diff --git a/website/meta/universe.json b/website/meta/universe.json index d11b0e8c5..3817a1f1b 100644 --- a/website/meta/universe.json +++ b/website/meta/universe.json @@ -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",