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ERG Heatmap Streamlit app

App_screenshot

What it does

  • Upload a CSV (like activity_CHEMBL202_ERG.csv).
  • The CSV file can be generated from any original file containing these type of columns (ID [e.g. CHEMBLID, CID], SMILES, any activity in form of pchembl or 0/1 class labels).
  • Keeps pchembl_value (if present) and only feature columns starting with fr_ or ERG....
  • Drops zero-variance feature columns.
  • Creates class where pchembl_value >= 6.5 → 1 else 0.
  • Sorts compounds descending by pchembl_value (fallback: class).
  • Renders a normalized (0..1) heatmap for the feature matrix.
  • Shows the activity column as a separate strip on the left.

Run

From this folder:

python -m pip install -r requirements.txt
streamlit run app.py

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Streamlit app to visualize ErG derived description

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