Update pages/type_text.py
Browse files- pages/type_text.py +8 -8
pages/type_text.py
CHANGED
@@ -46,7 +46,7 @@ numMAPPINGS_input = 5
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def load_model():
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st.markdown("Sentence Transformer")
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model = SentenceTransformer('all-MiniLM-L6-v2') # fastest
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st.success("Loaded model!")
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#st.write("Turning on evaluation mode...")
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#model.eval()
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#st.write("Here's the model:")
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@@ -102,22 +102,22 @@ if INTdesc_input is not None and createSBScodes_clicked == True:
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col1.write("%.4f" % result[1]["score"])
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col2.write(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[1]["corpus_id"]],"SBS_Code_Hyphenated"].values[0])
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col3.write(SBScorpus[result[1]["corpus_id"]])
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dictA["Score"].append("%.4f" % result[1]["score"]), dictA["SBS Code"].append(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[1]["corpus_id"]],"SBS_Code_Hyphenated"].values[0]), dictA["SBS Description V2.0"].append(SBScorpus[result[1]["corpus_id"]])
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col1.write("%.4f" % result[2]["score"])
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col2.write(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[2]["corpus_id"]],"SBS_Code_Hyphenated"].values[0])
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col3.write(SBScorpus[result[2]["corpus_id"]])
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dictA["Score"].append("%.4f" % result[2]["score"]), dictA["SBS Code"].append(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[2]["corpus_id"]],"SBS_Code_Hyphenated"].values[0]), dictA["SBS Description V2.0"].append(SBScorpus[result[2]["corpus_id"]])
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col1.write("%.4f" % result[3]["score"])
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col2.write(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[3]["corpus_id"]],"SBS_Code_Hyphenated"].values[0])
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col3.write(SBScorpus[result[3]["corpus_id"]])
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dictA["Score"].append("%.4f" % result[3]["score"]), dictA["SBS Code"].append(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[3]["corpus_id"]],"SBS_Code_Hyphenated"].values[0]), dictA["SBS Description V2.0"].append(SBScorpus[result[3]["corpus_id"]])
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col1.write("%.4f" % result[4]["score"])
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col2.write(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[4]["corpus_id"]],"SBS_Code_Hyphenated"].values[0])
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col3.write(SBScorpus[result[4]["corpus_id"]])
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dictA["Score"].append("%.4f" % result[4]["score"]), dictA["SBS Code"].append(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[4]["corpus_id"]],"SBS_Code_Hyphenated"].values[0]), dictA["SBS Description V2.0"].append(SBScorpus[result[4]["corpus_id"]])
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dfA = pd.DataFrame.from_dict(dictA)
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def load_model():
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st.markdown("Sentence Transformer")
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model = SentenceTransformer('all-MiniLM-L6-v2') # fastest
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#st.success("Loaded model!")
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#st.write("Turning on evaluation mode...")
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#model.eval()
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#st.write("Here's the model:")
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col1.write("%.4f" % result[1]["score"])
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col2.write(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[1]["corpus_id"]],"SBS_Code_Hyphenated"].values[0])
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col3.write(SBScorpus[result[1]["corpus_id"]])
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#dictA["Score"].append("%.4f" % result[1]["score"]), dictA["SBS Code"].append(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[1]["corpus_id"]],"SBS_Code_Hyphenated"].values[0]), dictA["SBS Description V2.0"].append(SBScorpus[result[1]["corpus_id"]])
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#col1.write("%.4f" % result[2]["score"])
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#col2.write(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[2]["corpus_id"]],"SBS_Code_Hyphenated"].values[0])
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#col3.write(SBScorpus[result[2]["corpus_id"]])
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#dictA["Score"].append("%.4f" % result[2]["score"]), dictA["SBS Code"].append(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[2]["corpus_id"]],"SBS_Code_Hyphenated"].values[0]), dictA["SBS Description V2.0"].append(SBScorpus[result[2]["corpus_id"]])
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col1.write("%.4f" % result[3]["score"])
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col2.write(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[3]["corpus_id"]],"SBS_Code_Hyphenated"].values[0])
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col3.write(SBScorpus[result[3]["corpus_id"]])
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#dictA["Score"].append("%.4f" % result[3]["score"]), dictA["SBS Code"].append(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[3]["corpus_id"]],"SBS_Code_Hyphenated"].values[0]), dictA["SBS Description V2.0"].append(SBScorpus[result[3]["corpus_id"]])
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col1.write("%.4f" % result[4]["score"])
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col2.write(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[4]["corpus_id"]],"SBS_Code_Hyphenated"].values[0])
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col3.write(SBScorpus[result[4]["corpus_id"]])
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#dictA["Score"].append("%.4f" % result[4]["score"]), dictA["SBS Code"].append(df_SBS.loc[df_SBS["Long_Description"] == SBScorpus[result[4]["corpus_id"]],"SBS_Code_Hyphenated"].values[0]), dictA["SBS Description V2.0"].append(SBScorpus[result[4]["corpus_id"]])
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dfA = pd.DataFrame.from_dict(dictA)
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