esol
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Machine learning model to predict aqueous solubility of organic compounds
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May 4, 2021 - Jupyter Notebook
The Ethical Security Operations License (ESOL) is a high-integrity, restrictive usage license. It is designed to be layered on top of any standard software license (e.g., MIT, Apache, GPL) to enforce ethical boundaries in cybersecurity. While the base license governs the copying and modification of the code, the ESOL v1.1 governs the legal ....
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Feb 17, 2026
Graph Neural Network for molecular property prediction. Achieves SOTA on ESOL (RMSE 0.476) using Hybrid PNA architecture with RDKit descriptors and Test-Time Augmentation.
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Jan 24, 2026 - Python
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