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97a6e64
1
Parent(s):
e015f13
Update app.py
Browse files
app.py
CHANGED
@@ -178,6 +178,7 @@ def main():
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explainer = TextExplainer(sampler=MaskingTextSampler())
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explainer.fit(st.session_state["text"], model.predict_proba)
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html = eli5.format_as_html(explainer.explain_prediction(target_names=["Human", "AI"]))
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else:
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with st.spinner('Wait for it 💭... BERT-based model explanations take around 4-10 minutes. In case you want to abort, refresh the page.'):
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# TORCH EXPLAINER PRED FUNC (USES logits)
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explainer = TextExplainer(sampler=MaskingTextSampler())
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explainer.fit(st.session_state["text"], model.predict_proba)
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html = eli5.format_as_html(explainer.explain_prediction(target_names=["Human", "AI"]))
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+
st.markdown('<span style="color:green"><strong>Green:</strong> Contributes to decision | </span><span style="color:red"><strong>Red:</strong> Opposite</span>', unsafe_allow_html=True)
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else:
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with st.spinner('Wait for it 💭... BERT-based model explanations take around 4-10 minutes. In case you want to abort, refresh the page.'):
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# TORCH EXPLAINER PRED FUNC (USES logits)
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