add changes

Dockerfile

@@ -0,0 +1,11 @@
+FROM python:3.9
+
+WORKDIR /usr/src/app
+
+COPY requirements.txt ./
+
+RUN pip install -r requirements.txt
+
+COPY ./app.py .
+
+CMD [ "python", "/usr/src/app/app.py" ]

app.py

@@ -2,7 +2,6 @@ import gradio as gr
 import numpy as np
 import torch
 from transformers import AutoModelForSequenceClassification
-from transformers import TFAutoModelForSequenceClassification
 from transformers import AutoTokenizer, AutoConfig
 from scipy.special import softmax
 
@@ -38,7 +37,7 @@ def sentiment_analysis(text):
 
     # Format output dictionary of scores
     labels = ['Negative', 'Neutral', 'Positive']
-    scores = {l:float(s) for (l,s) in zip(labels, scores_) }
+    scores = {l:float(s) for (l,s) in zip(labels, scores_)}
 
     return scores
 
@@ -47,7 +46,7 @@ def sentiment_analysis(text):
 app = gr.Interface(
     fn=sentiment_analysis,
     inputs=gr.Textbox("Input tweet here:"),
-    outputs="label",
+    outputs="text",
     title="Sentiment Analysis of Tweets on Covid-19 Vaccines",
     description="With this App, you can type Tweets related to the Covid Vaccine and the app will rate the sentiment of the tweet..!",
     examples=[["Be careful of covid vaccination"],
@@ -55,4 +54,5 @@ app = gr.Interface(
               ["I cant wait for the Covid Vaccine!"]]
     )
 
-app.launch()
+if __name__ == "__main__":
+    app.launch(server_name="0.0.0.0", server_port="7860")