🚀 Streamlit Flashcards
💡 What is Streamlit?
An open-source Python framework for turning data scripts into interactive web apps with minimal effort.
⚙️ How does Streamlit work?
Streamlit runs Python scripts from top to bottom and reruns them on every user interaction.
📊 Can Streamlit display charts?
Yes, it supports visualizations using libraries like Matplotlib, Plotly, Altair, and others.
🔘 What are widgets in Streamlit?
Widgets like sliders, buttons, and selectboxes enable user interaction with your app.
📁 How to upload files?
Use
st.file_uploader() to allow users to upload files into the app.🔒 Does Streamlit support authentication?
Basic auth is available through Streamlit Community Cloud or via external integrations.
🧰 Can I deploy a Streamlit app?
Yes, using Streamlit Community Cloud, Heroku, AWS, GCP, etc.
🧪 What is Streamlit’s caching feature?
Use
@st.cache_data or @st.cache_resource to avoid recomputing expensive functions.🎯 Can Streamlit run ML models?
Absolutely! You can load and run ML models using Scikit-learn, TensorFlow, PyTorch, etc.
📦 How to install Streamlit?
Run
pip install streamlit in your Python environment to get started.