| import streamlit as st | |
| def main(): | |
| st.title("K-Nearest Neighbors") | |
| st.markdown( | |
| """ | |
| ### What is KNN? | |
| KNN (k-Nearest Neighbors (k-NN)** is a supervised machine learning algorithm used for classification and regression tasks. It is a simple algorithm that makes predictions based on similarity between data points. | |
| """ | |
| ) | |
| # Button to redirect to another Hugging Face space | |
| if st.button("Explore More"): | |
| st.markdown( | |
| '<a href="https://huggingface.co/spaces/shwetashweta05/K-nearest_neighbors/blob/main/pages/KNN.py" target="_blank">Click here to explore!</a>', | |
| unsafe_allow_html=True, | |
| ) | |
| if __name__ == "__main__": | |
| main() | |