how to execute python code in streamlit

Question

python code to run streamlit framework code.

Sharp GPT · Answer

Certainly! Executing Python code in Streamlit is a powerful way to create interactive web applications quickly and easily. Streamlit is a popular framework used for building data science web apps in Python. Here's a simple guide on how to run Python code using Streamlit: 1. Installation: Make sure you have Streamlit installed. You can do this using pip: pip install streamlit 2. Create a Python Script: Write your Python code in a script file (e.g., `app.py`). This code will define the layout and functionality of your Streamlit app. 3. Run Streamlit: Navigate to the directory where your Python script is located and run Streamlit from the command line: streamlit run app.py 4. View Your App: Streamlit will start a local web server and open your default web browser to display the app. You can interact with the app in real-time and see changes reflected instantly. Here's a simple example of a Streamlit app that plots a sine function: import streamlit as st import numpy as np import matplotlib.pyplot as plt st.title('Sine Function Plot') x = np.linspace(0, 2*np.pi, 100) y = np.sin(x) plt.plot(x, y) st.pyplot() By running this script with Streamlit, you will create a web app that displays a plot of the sine function. Using Streamlit, you can leverage various interactive widgets, charts, and visualizations to create dynamic and engaging data-driven applications without the need for extensive web development knowledge. I hope this helps you get started with executing Python code in Streamlit. Let me know if you have any specific questions or need further assistance!

how to execute python code in streamlit

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