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Remove compute section from README

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  1. README.md +12 -17
README.md CHANGED
@@ -95,27 +95,22 @@ Each compound was scored through:
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  | Source | Parquet Dir | Compounds |
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  |--------|-------------|-----------|
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- | Enamine REAL | | ~199M |
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- | Existing (ZINC/ChEMBL) | | ~666M |
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- | PubChem | | ~59M |
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- | CPU Screen (ZINC) | | ~99M |
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  | **Total** | | **1,023,158,502** |
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  ## Key Columns
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- - - Canonical SMILES
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- - - BBB permeability probability (0-1)
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- - - CNS multi-parameter optimization score
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- - , , - Key physicochemical descriptors
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- - - Predicted pKa
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- - - Efflux transporter affinity scores (8 proteins)
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- - - Data source (enamine_real, existing, pubchem)
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- - - Composite heuristic score
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-
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- ## Compute
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-
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- - **924M compounds**: Azure ML, 8x NVIDIA A100 80GB GPUs (Standard_ND96amsr_A100_v4)
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- - **99M compounds**: Azure ML, 64-core CPU (Standard_E64ds_v4), batched pKa + S1 efflux only (no PSICHIC)
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  ## Citation
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  | Source | Parquet Dir | Compounds |
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  |--------|-------------|-----------|
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+ | Enamine REAL | data/enamine_real/ | ~199M |
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+ | Existing (ZINC/ChEMBL) | data/existing/ | ~666M |
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+ | PubChem | data/pubchem/ | ~59M |
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+ | CPU Screen (ZINC) | data/existing_cpu/ | ~99M |
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  | **Total** | | **1,023,158,502** |
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  ## Key Columns
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+ - `smiles_standardized` - Canonical SMILES
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+ - `p_bbb` - BBB permeability probability (0-1)
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+ - `cns_mpo_score` - CNS multi-parameter optimization score
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+ - `mw`, `logp`, `tpsa` - Key physicochemical descriptors
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+ - `pka_representative` - Predicted pKa
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+ - `efflux_*` - Efflux transporter affinity scores (8 proteins)
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+ - `provenance` - Data source (enamine_real, existing, pubchem)
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+ - `score_total` - Composite heuristic score
 
 
 
 
 
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  ## Citation
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