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Update apps/sdg.py
Browse files- apps/sdg.py +2 -2
apps/sdg.py
CHANGED
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@@ -12,7 +12,7 @@ def app():
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model_name = 'sentence-transformers/all-MiniLM-L6-v2'
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model = SentenceTransformer(model_name)
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with st.spinner("👑 load
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df_osdg = pd.read_csv('https://zenodo.org/record/5550238/files/osdg-community-dataset-v21-09-30.csv',sep='\t')
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df_osdg = df_osdg[df_osdg['agreement']>.95]
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df_osdg = df_osdg[df_osdg['labels_positive']>4]
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@@ -42,7 +42,7 @@ def app():
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docs = list(df_osdg['text'])
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docs_embeddings = model.encode(docs)
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with st.spinner("👑
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n_neighbors = 15
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n_components = 3
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random_state =42
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model_name = 'sentence-transformers/all-MiniLM-L6-v2'
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model = SentenceTransformer(model_name)
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with st.spinner("👑 load and embed SDG texts"):
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df_osdg = pd.read_csv('https://zenodo.org/record/5550238/files/osdg-community-dataset-v21-09-30.csv',sep='\t')
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df_osdg = df_osdg[df_osdg['agreement']>.95]
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df_osdg = df_osdg[df_osdg['labels_positive']>4]
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docs = list(df_osdg['text'])
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docs_embeddings = model.encode(docs)
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with st.spinner("👑 map to 3D for visualisation"):
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n_neighbors = 15
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n_components = 3
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random_state =42
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