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Hi, I'm Adnane Aouidate ๐Ÿ‘‹

  • ๐Ÿ”ญ Iโ€™m currently working on Chemoinformatics, DL, ML, data science...
  • ๐ŸŒฑ Iโ€™m currently learning web development to deploy chemoinformatics methods.
  • ๐Ÿ‘จ๐Ÿฝโ€๐Ÿ’ป Iโ€™m looking to collaborate on Scientific research and the discovery of new molecules
  • ๐Ÿ‘‰๐Ÿผ My personal streamlit multi-web apps for chemoinformatics Here
  • ๐Ÿ’ฌ Ask me anything about Computational Chemistry, Chemoinformatics, or Computer Aided Drug Discovery
  • ๐Ÿ“ซ How to reach me on Facebook: Facebook: Adnane Aouidate
  • ๐Ÿ“š Check my scientific publications on google scholar: Google Scholar: Adnane Aouidate
  • ๐Ÿ˜„ Pronouns: He/His
  • โšก Fun fact: I hold a Ph.D. in Chemistry

Adnane's Projects

admet-web-app- icon admet-web-app-

The ADMET (absorption, distribution, metabolism, excretion, and toxicity) properties of your molecules are of vital importance. The ability to quickly and accurately predict these properties simply from the 2D structure of the molecule is extremely helpful in making decisions that can determine the success of your project. ADMET Predictor is state of the art ADMET property prediction software.

applicability-domain icon applicability-domain

The AD is a theoretical region in the chemical space surrounding both the model descriptors and modeled response. In the construction of a QSAR model, the AD of molecules plays a deciding role in estimating the uncertainty in the prediction of a particular compound based on how similar it is to the compounds used to build the model. Therefore, the prediction of a modeled response using QSAR is applicable only if the compound being predicted falls within the AD of the model, as it is impractical to predict an entire universe of chemicals using a single QSAR model. Again, AD can be described as the physicochemical, structural, or biological space information based on which the training set of the model is developed, and the model is applicable to make predictions for new compounds within the specific domain.

chemoinformatics-compiliation icon chemoinformatics-compiliation

In the current repository, I will try to compile the sources of Cheminformatics that can be helpful for anyone that needs them

code icon code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

ipymol icon ipymol

Control PyMol sessions via iPython

rdkitapps icon rdkitapps

Here I will create some apps using rdkit and deploy them with streamlit

rfscorevs icon rfscorevs

RF-Score-VS - Random forest based protein-ligand scoring function for Virtual Screening

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