🦠 Model Request: Demo Malaria Model

Faith-Adegoke commented 5 days ago

Model Name

Demo Malaria Model

Model Description

Prediction of the antimalarial potential of small molecules. This model was originally trained on proprietary data from various sources, up to a total of >7M compounds. The training sets belong to Evotec, Johns Hopkins, MRCT, MMV - St. Jude, AZ, GSK, and St. Jude Vendor Library. In this implementation, we have used a teacher-student approach to train a surrogate model based on ChEMBL data (2M molecules) to provide a lite downloadable version of the original MAIP

Slug

demo-malaria-model

Tag

Malaria

Publication

https://jcheminf.biomedcentral.com/articles/10.1186/s13321-021-00487-2

Source Code

https://www.ebi.ac.uk/chembl/maip/

License

GPL-3.0-only

Faith-Adegoke commented 5 days ago

Hi @DhanshreeA. Kindly approve this Model Request Issue to verify that the bug of tags not being processed properly has been resolved. Thank you

DhanshreeA commented 3 days ago

/approve

github-actions[bot] commented 3 days ago

New Model Repository Created! 🎉

@Faith-Adegoke ersilia model respository has been successfully created and is available at:

🔗 ersilia-os/eos8ucn

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ersilia-os / ersilia