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Update README.md

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@@ -30,7 +30,10 @@ configs:
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  - split: train
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  path: CHAFF/train-*
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  ---
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- #
 
 
 
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  ### List of PubChem AIDs included:
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  632, 1641, 1730, 1857, 1926, 435026, 504689, 720541, 1159604,
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  587, 588, 589, 590, 591, 592, 593, 594, 709, 923, 1480, 1483, 1696, 1775, 1776, 2124, 2757,
@@ -60,10 +63,10 @@ Parse each dataset and filters rows labeled as "Active".
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  Standardize and validate 'CanonicalSMILES' column. Apply sanitization, standardization, and fragment removal using RDKit and MolVS.
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  ### st5_detergent_smiles_curation.py
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- Special handling for AIDs 584, 585, 1476, 1478, 485294, 485341.
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- Instead of a simple activity filter, these datasets are processed to remove overlapping compounds based on detergent-related assay pairs.
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  This ensures non-specific binders (likely aggregators) are excluded.
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- - 585 → remove compounds also active in 584
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- - 1478 → remove compounds also active in 1476
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- - 485341 → remove compounds also active in 485294
 
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  - split: train
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  path: CHAFF/train-*
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  ---
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+ # Dataset description
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+
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+
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+
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  ### List of PubChem AIDs included:
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  632, 1641, 1730, 1857, 1926, 435026, 504689, 720541, 1159604,
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  587, 588, 589, 590, 591, 592, 593, 594, 709, 923, 1480, 1483, 1696, 1775, 1776, 2124, 2757,
 
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  Standardize and validate 'CanonicalSMILES' column. Apply sanitization, standardization, and fragment removal using RDKit and MolVS.
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  ### st5_detergent_smiles_curation.py
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+ Special handling for AIDs 585, 584, 1476, 1478, 485341, 485294
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+ These datasets are processed to remove overlapping compounds based on detergent-related assay pairs. (Without detergent - With detergent)
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  This ensures non-specific binders (likely aggregators) are excluded.
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+ - AID 585 → remove compounds also active in AID 584
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+ - AID 1476 → remove compounds also active in AID 1478
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+ - AID 485341 → remove compounds also active in AID 485294