Attributions

Third-Party & Open-Source Libraries Used

PARAMUS employs two curated chemical safety datasets to support compound risk assessment:

  • Clintox dataset from DeepChem, for classification by clinical toxicity and FDA approval status.
  • OPCW/Australia Group–based dataset, originally curated by ChemCrow, for safety screening.

We do utilize widely recognized open-source libraries – such as Dash – to power specific functionalities, uphold best practices, and enhance the overall reliability of our platform. See details here.

Icons from Noun Project and Pexel Photos

  • Distributional semantic by Sulistiana from Noun Project (CC BY 3.0)
  • Network by Jaya from Noun Project (CC BY 3.0)
  • Data table by Gene Stroman from Noun Project (CC BY 3.0)
  • Photo by Myburgh Roux: https://www.pexels.com/photo/shot-of-computer-screen-with-multicoloured-code-4816921/
  • Photo by Christian V: https://www.pexels.com/photo/a-man-skateboarding-at-night-27921247/
  • Photo by cottonbro studio: https://www.pexels.com/photo/close-up-photo-of-a-desktop-computer-6804098/
  • Photo by Valentine Tanasovich: https://www.pexels.com/photo/black-and-gray-computer-motherboard-2588757/
  • Photo by Mikhail Nilov: https://www.pexels.com/photo/woman-working-on-computer-at-laboratory-8851447/
  • Photo by Yan Krukau: https://www.pexels.com/photo/happy-colleagues-working-together-7793730/
  • Photo by Digital Buggu: https://www.pexels.com/photo/computer-screen-screengrab-374563/
  • Photo by Tima Miroshnichenko: https://www.pexels.com/photo/medical-professional-using-computer-9574502/

Image sources

  • Diffusion maps based k-nearest-neighbor rule technique for semiconductor manufacturing process fault detection – Scientific Figure on ResearchGate. Available from: https://www.researchgate.net/figure/Process-flow-diagram-of-the-Tennessee-Eastman-chemical-process_fig2_262304619 [accessed 14 Feb 2026]
  • Flags of the Ivy League fly at Columbia’s Wien Stadium. Kenneth C. Zirkel

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