hkqiu/DataAugmentation4SmallData
Data enhancement scheme for addressing the dilemma of small data on machine learning for polymer.
This tool helps polymer scientists accelerate the discovery of new heat-resistant polymers. You provide information about existing polymer structures, and it predicts properties and suggests new designs, even with limited experimental data. It's for chemists and materials scientists who need to quickly identify promising polymer candidates.
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Use this if you are a polymer chemist working with small datasets and need to predict material properties or design new polymer structures with improved heat resistance.
Not ideal if you are working outside of polymer chemistry or if you have very large, readily available datasets for your machine learning models.
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Jupyter Notebook
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Last pushed
Apr 26, 2024
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