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| import streamlit as st | |
| def home(): | |
| st.title('Process Mining Algorithms') | |
| st.write('💻 This application implements two process mining algorithms, that can help you to discover valuable ' | |
| 'insights from your data.') | |
| st.write('- **Stigmergic Miner**: This algorithm leverages computational stigmergy to explore token aggregation,' | |
| 'generating archetypal behavioral process models.') | |
| st.write('- **Fuzzy Miner**: Implementation of the classical algorithm.') | |
| st.write('To get started, select one of the process mining algorithms from the navigation panel on the left.') | |
| def usage_guide(): | |
| st.subheader('How to Use the App') | |
| st.markdown( | |
| 'This application allows you to perform process discovery using two different algorithms: ' | |
| 'Fuzzy Miner and Stigmergic Miner. ' | |
| 'Follow the steps below to use the app:') | |
| st.markdown('**Step 1: Importing Logs**') | |
| st.write('1. Click on the "Import" option in the left-hand menu.') | |
| st.write('2. Upload a logs file in .XES or .CSV format.') | |
| st.write('3. Configure the metrics and parameters as needed, select an archetype.') | |
| st.write('') | |
| st.markdown('**Step 2: Generating the Process Map**') | |
| st.write('1. Click the "Generate process map" button to execute the algorithm on the uploaded logs.') | |
| st.write('') | |
| st.markdown('**Step 3: Navigating the Process Map**') | |
| st.write('1. In the "Process Map" section, use the side panel to adjust parameters and customize your analysis') | |
| def main(): | |
| st.set_page_config(page_title='Process Mining App', page_icon=':chart_with_upwards_trend:') | |
| home() | |
| with st.expander("Usage Guide", expanded=False): | |
| usage_guide() | |
| if __name__ == '__main__': | |
| main() | |