Spaces:
Runtime error
Runtime error
[email protected]
commited on
Commit
•
44cb802
1
Parent(s):
0cec39d
and now the counter
Browse files
language_models_project/app.py
CHANGED
@@ -1,14 +1,20 @@
|
|
1 |
import streamlit as st #Web App
|
2 |
from main import classify
|
3 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
4 |
|
5 |
#title
|
6 |
-
st.title("
|
7 |
-
|
8 |
-
|
9 |
|
10 |
#subtitle
|
11 |
-
st.markdown("##
|
12 |
|
13 |
model_name = st.selectbox(
|
14 |
'Select a pre-trained model',
|
@@ -19,17 +25,17 @@ model_name = st.selectbox(
|
|
19 |
],
|
20 |
)
|
21 |
|
22 |
-
input_sentences = st.text_area("Sentences", value=
|
23 |
|
24 |
data = input_sentences.split('\n')
|
25 |
|
26 |
if st.button("Classify"):
|
27 |
-
for
|
28 |
-
|
29 |
-
j = classify(model_name.strip(), i)[0]
|
30 |
sentiment = j['label']
|
31 |
confidence = j['score']
|
32 |
-
st.write(f"{i} :: Classification - {sentiment} with confidence {confidence}")
|
33 |
|
34 |
|
35 |
st.markdown("Link to the app - [image-to-text-app on 🤗 Spaces](https://huggingface.co/spaces/Amrrs/image-to-text-app)")
|
|
|
1 |
import streamlit as st #Web App
|
2 |
from main import classify
|
3 |
|
4 |
+
demo_phrases = """ Here are some examples:
|
5 |
+
this is a phrase
|
6 |
+
is it neutral
|
7 |
+
nothing else to say
|
8 |
+
man I'm so damn angry
|
9 |
+
sarcasm lol
|
10 |
+
I love this product
|
11 |
+
"""
|
12 |
|
13 |
#title
|
14 |
+
st.title("Sentiment Analysis")
|
|
|
|
|
15 |
|
16 |
#subtitle
|
17 |
+
st.markdown("## A selection of popular sentiment analysis models - hosted on 🤗 Spaces")
|
18 |
|
19 |
model_name = st.selectbox(
|
20 |
'Select a pre-trained model',
|
|
|
25 |
],
|
26 |
)
|
27 |
|
28 |
+
input_sentences = st.text_area("Sentences", value=demo_phrases, height=200)
|
29 |
|
30 |
data = input_sentences.split('\n')
|
31 |
|
32 |
if st.button("Classify"):
|
33 |
+
st.write("Please allow a few minutes for the model to run/download")
|
34 |
+
for i in range(len(data)):
|
35 |
+
j = classify(model_name.strip(), data[i])[0]
|
36 |
sentiment = j['label']
|
37 |
confidence = j['score']
|
38 |
+
st.write(f"{i}. {data[i]} :: Classification - {sentiment} with confidence {confidence}")
|
39 |
|
40 |
|
41 |
st.markdown("Link to the app - [image-to-text-app on 🤗 Spaces](https://huggingface.co/spaces/Amrrs/image-to-text-app)")
|