How to build a Bioinformatics web app (Molecular Descriptor Calculator) in Python | Streamlit #21
In this video, I will be showing you how to build a molecular descriptor calculation web app in Python using the Streamlit library. Briefly, this molecular descriptor app is a Bioinformatics tool that will allow you to describe the unique molecular features of compounds in numerical form that can then be used to build predictive models using machine learning for predicting drug bioactivity, biological activities and chemical properties. Such models are also known as quantitative structure-activity relationship (QSAR) and quantitative structure-property relationship (QSPR) models. Under the hood the bioinformatics tool that we will be building is based on using the PaDEL-Descriptor software for calculating molecular properties of compounds.
#bioinformatics #bioinformatic #python #computationalbiology #moleculardescriptor #drugdiscovery #streamlit #dataprofessor
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