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Releases: kevinid/molecule_generator

1.0

24 Apr 08:15
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Inside ckpt.tar.gz:

  • molmp_0: pre-trained model for MolMP
  • molrnn_0: pre-trained model for MolRNN
  • scaffold_0: model for the scaffold-based generation task
  • prop_0: model for property based generation
  • kinase_0: model for generating kinase inhibitors
  • kinase_rf: random forest model for kinase activity prediction

Inside samples.tar.gz:

  • molmp.smi: samples by MolMP
  • molrnn.smi: samples by MolRNN

Inside datasets.tar.gz:

  • ChEMBL.txt: training set for unconditioned model
  • ChEMBL_scaffold.txt: training set labeled with scaffold fingerprint
  • ChEMBL_prop.txt: training set labeled with QED and SAscore
  • ChEMBL_k.txt: training set labeled with predicted kinase activity
  • ChEMBL_rm.txt: training set with active compounds in the test set removed
  • atom_types.txt: specification of atom types
  • kinase.tsv: activity dataset for kinase
  • scaffolds.smi: scaffolds extracted from drugbank