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!