logd
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Prediction of CHI logD from ¹H/¹³C NMR spectra and molecular fingerprints using ML and deep learning.
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Nov 18, 2025 - Python
Machine learning and neural network models for CHI logD prediction based on ¹H and ¹³C NMR spectral data. Supplementary code for the third paper in the "From NMR to AI" series.
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Nov 18, 2025 - Python
Demiurge is a Python tool for generating ML input data from simulated ¹H/¹³C NMR spectra or ECFP4 fingerprints. It uses local NMRshiftDB2 prediction and RDKit, producing ML-ready CSVs from SMILES in minutes.
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Aug 31, 2026 - Python
LoGD 0.9.7+jt ext v3, http://anpera.homeip.net//phpbb3/viewtopic.php?f=26&t=317&start=25
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Mar 19, 2022 - PHP
Models to predict logD and pKa for small organic compounds, trained on synthetic ChemAxon data.
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Sep 1, 2026 - Jupyter Notebook
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