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Chemical Checker signaturizer

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.

Identifiers

  • EOS model ID: eos4u6p
  • Slug: cc-signaturizer

Characteristics

  • Input: Compound
  • Input Shape: Single
  • Task: Representation
  • Output: Descriptor
  • Output Type: Float
  • Output Shape: List
  • Interpretation: 2D projection of bioactivity signatures

References

Ersilia model URLs

Citation

If you use this model, please cite the original authors of the model and the Ersilia Model Hub.

License

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.

About Us

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.

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Chemical Checker 25 bioactivity signatures

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