A set of 25 Chemical Checker bioactivity signatures (including 2D & 3D fingerprints, scaffold, binding, crystals, side effects, cell bioassays, etc) to capture properties of compounds beyond their structures. Each signature has a length of 128 dimensions. In total, there are 3200 dimensions. The signaturizer is periodically updated. We use the 2020-02 version of the signaturizer.
- EOS model ID:
eos4u6p
- Slug:
cc-signaturizer
- Input:
Compound
- Input Shape:
Single
- Task:
Representation
- Output:
Descriptor
- Output Type:
Float
- Output Shape:
List
- Interpretation: 2D projection of bioactivity signatures
- Publication
- Source Code
- Ersilia contributor: miquelduranfrigola
If you use this model, please cite the original authors of the model and the Ersilia Model Hub.
This package is licensed under a GPL-3.0 license. The model contained within this package is licensed under a MIT license.
Notice: Ersilia grants access to these models 'as is' provided by the original authors, please refer to the original code repository and/or publication if you use the model in your research.
The Ersilia Open Source Initiative is a Non Profit Organization (1192266) with the mission is to equip labs, universities and clinics in LMIC with AI/ML tools for infectious disease research.
Help us achieve our mission!