Published September 12, 2024 | Version 1.0

Pre-trained model weights and data of TamGen

  • 1. ROR icon University of Science and Technology of China
  • 2. Microsoft Research Asia (China)
  • 3. ROR icon Global Health Drug Discovery Institute
  • 4. ROR icon Renmin University of China

Description

We are pleased to release supplementary materials for the paper `TamGen: Drug Design with Target-aware Molecule Generation through a Chemical Language Model`.

  1. TamGen-code.zip: The code for TamGen. For the latest version and updates, please refer to `https://github.com/SigmaGenX/TamGen`. 
  2. crossdocked_results.zip: Decoding results from TamGen and related baseline models. This file also includes the code to reproduce Fig. 2(b).
  3. crossdock_case_study.Fig2d.txt: It contains the SMILES strings from the case study presented in Figure 2(d).”
  4. SourceDataFile.xlsx: Source data referenced in the paper.
  5. DockingPose.zip: Docking poses corresponding to Figure 5 in the paper.
  6. gpt_model.zip: The pre-trained GPT-style model.
  7. checkpoints.zip: Pre-trained checkpoints for model inference.
  8. pdb_ids.csv: includes pdb_ids of additional PDB files used for training the model, which are utilized for designing compounds targeting tuberculosis (TB). 
  9. compounds_designStage.txt: 2612 compounds generated in the `Design` stage of Figure 3.
  10. compounds_refineStage.txt: 8365 compounds generated in the `Refine` stage of Figure 3.

Files

checkpoints.zip

Files (3.3 GB)

Name Size
md5:5815d681256eabaf62fb3df0ef3dfb0e
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md5:143d2493ef890ab1646e1a591018a793
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md5:aea5a2e9d3e58754876423ca16845295
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106.1 kB Download
md5:3a250390dc5cb66db2e352db920d5e39
10.5 MB Preview Download

Additional details

Dates

Available
2024-09-12

Software

Repository URL
https://github.com/SigmaGenX/TamGen
Programming language
Python
Development Status
Active