kalebu commited on
Commit
e3128c9
1 Parent(s): 83bb99e

added sentiment-model

Browse files
Files changed (4) hide show
  1. .gitattributes +1 -0
  2. app.py +15 -0
  3. model.pkl +3 -0
  4. requirements.txt +2 -0
.gitattributes CHANGED
@@ -25,3 +25,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zstandard filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zstandard filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ model.pkl filter=lfs diff=lfs merge=lfs -text
app.py ADDED
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+ import joblib
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+ import gradio as gr
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+
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+
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+ model = joblib.load("model.pkl")
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+
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+
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+ def get_sentiment(input_text):
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+ return model.predict([input_text])
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+
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+
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+ iface = gr.Interface(
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+ fn=get_sentiment, inputs="text", outputs=["text"], title="Sentiment Analysis"
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+ )
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+ iface.launch(inline=False)
model.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:1a89f0d42ba9e874a82adec287c7fe26934478698a3f464e653e02340598f1ad
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+ size 456450
requirements.txt ADDED
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+ joblib
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+ sklearn