Commit
·
e2f1233
1
Parent(s):
bf44774
app created
Browse files
app.py
ADDED
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
from transformers import pipeline
|
3 |
+
|
4 |
+
|
5 |
+
map = {'LABEL_0':'Depression', 'LABEL_1':'Pain', 'LABEL_2':'Anxiety', 'LABEL_3':'Acne', 'LABEL_4':'Birth Control'}
|
6 |
+
|
7 |
+
def main():
|
8 |
+
st.title("Text Classification App")
|
9 |
+
review = st.text_area('Enter the review')
|
10 |
+
|
11 |
+
if st.button:
|
12 |
+
if review:
|
13 |
+
pipe = pipeline("text-classification", model='ErnestBeckham/gpt-patientconditionclassification', tokenizer='ErnestBeckham/gpt-patientconditionclassification')
|
14 |
+
label = pipe(review)
|
15 |
+
st.subheader("Patient's Condition:")
|
16 |
+
st.write(map[label[0]['label']])
|
17 |
+
|
18 |
+
if __name__ == "__main__":
|
19 |
+
main()
|