Published July 4, 2025 | Version 0.1.0
Software Open

disease_analysis_project

  • 1. ROR icon Helmholtz-Zentrum Dresden-Rossendorf
  • 2. ROR icon TU Dresden

Description

This application implements a full machine learning and data analysis pipeline to explore a dataset containing patient profiles and their reported disease symptoms. It provides:

  • Data loading and preprocessing
  • Exploratory Data Analysis (EDA) and visualizations
  • Model training and evaluation using various ML algorithms
  • Streamlit dashboard for interactive exploration
  • Unit tests and CI pipeline
  • Formatting and license compliance checks

Files

disease_analysis.zip

Files (343.0 kB)

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md5:8321a1cdddd9fba23b3f4056734eda04
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Additional details

Dates

Available
2025-07-04

Software

Repository URL
https://codebase.helmholtz.cloud/tud-rse-pojects-2025/group-3
Programming language
Python
Development Status
Active