Published January 18, 2023 | Version v1
Journal article Open

Ontology Pre-training for Poison Prediction - Supplementary data

Creators

  • 1. Anonymous

Description

Supplementary for our publication "Ontology Pre-training for Poison Prediction".

  • ChEBai-master.zip: Python library used to conduct experiments
  • reproduce.zip: Full training pipeline to reproduce results from scratch:
    • Install ChEBai by unpacking `ChEBai-master.zip` and running `pip install -e ChEBAI-master`
    • Run `make` to execute the whole training pipeline
  • trained_models_and_data: Models and data as evaluated in our publication
  • attention_plots.zip: Attention plots used for comparison of attention focus with (top) and without (bottom) ontology pretraining

Files

attention_plots.zip

Files (2.9 GB)

Name Size Download all
md5:97607941bbb02062ef43c637a04a77c3
1.1 GB Preview Download
md5:2ebb55029af309a838639bb6aee22fa1
97.1 kB Preview Download
md5:19f62b1545dcb4a9e1fb40d66f5350ea
33.9 MB Preview Download
md5:64a84b944b688430a127c38351178200
1.8 GB Preview Download