basel-weather / app.py
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import gradio as gr
from weatherpredictor import WeatherPredictor
# Initialize the predictor
predictor = WeatherPredictor('Basel2019-2024.csv')
predictor.load_model('weather_predictor.pth')
def predict_weather(input_date):
result = predictor.predict(input_date)
return result
# Create Gradio interface
app = gr.Interface(
fn=predict_weather,
inputs=gr.Textbox(label="Enter Date (dd/mm/yy)"),
outputs=gr.JSON(label="Weather Prediction"), # Change outputs to JSON
title="Weather Predictor",
description="Enter a date to get weather predictions in JSON format."
)
# Launch the interface
if __name__ == "__main__":
app.launch()