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47da41e
1
Parent(s):
a8d51d4
Update app.py
Browse files
app.py
CHANGED
@@ -67,7 +67,7 @@ if len(gene_list) > 1:
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st.dataframe(df)
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df.drop(columns='XGB_Score', inplace=True)
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shap_values = explainer.shap_values(df)
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-
summary_plot = shap.summary_plot(shap_values, df)
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st.caption("SHAP Summary Plot of All Input Genes")
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components.html(summary_plot, scrolling = True)
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@@ -85,7 +85,8 @@ if len(input_gene) == 1:
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force_plot = shap.force_plot(
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explainer.expected_value,
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shap_values.values,
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df2
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components.html(force_plot, scrolling = True)
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else:
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pass
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st.dataframe(df)
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df.drop(columns='XGB_Score', inplace=True)
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shap_values = explainer.shap_values(df)
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+
summary_plot = shap.summary_plot(shap_values, df, show=False)
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st.caption("SHAP Summary Plot of All Input Genes")
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components.html(summary_plot, scrolling = True)
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force_plot = shap.force_plot(
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explainer.expected_value,
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shap_values.values,
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df2,
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show=False)
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components.html(force_plot, scrolling = True)
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else:
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pass
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