Add healthsea to universe (explosion#9838)

thomashacker · svlandeg · svlandeg · commit 018827e9fde7 · 2021-12-15T17:57:19.000+01:00
* Add healthsea to universe

* Update website/meta/universe.json

* Add thumbnail

* Update website/meta/universe.json

Co-authored-by: Sofie Van Landeghem &lt;svlandeg@users.noreply.github.com&gt;
diff --git 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",
