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lines changed Original file line number Diff line number Diff line change 11# ───────── core app ─────────
2- streamlit >= 1.50 # UI framework
2+ streamlit >= 1.40 # UI framework
33plotly >= 5.20 # interactive figures (bar/box/heat/Sankey, PCA)
44matplotlib >= 3.8 # static backend
55seaborn >= 0.13 # nicer Matplotlib styling
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77# ───────── data science stack ─────────
8- pandas >= 2.2 # tabular data
9- numpy >= 2.3 # numerical base
10- scikit-learn >= 1.4 # PCA (sklearn.decomposition)
11- scikit-bio >= 0.7.1 # CLR transformation
8+ pandas >= 2.0 , < 2.3 # tabular data (2.3+ requires Python 3.11+)
9+ numpy >= 1.24 , < 2.0 # numerical base (2.3+ not available for Python 3.10)
10+ scikit-learn >= 1.3 # PCA (sklearn.decomposition)
11+ scikit-bio >= 0.6 # CLR transformation
1212
1313# ───────── GNPS data access ─────────
1414gnpsdata @ git+https://github.com/Wang-Bioinformatics-Lab/GNPSDataPackage.git@f4ca8d9b7fab87823179b122b7e4a0a0b62e9d65
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