AI-enhanced computational chemistry
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Updated
Nov 14, 2025 - Python
AI-enhanced computational chemistry
pwtools is a Python package for pre- and postprocessing of atomistic calculations, mostly targeted to Quantum Espresso, CPMD, CP2K and LAMMPS. It is almost, but not quite, entirely unlike ASE, with some tools extending numpy/scipy. It has a set of powerful parsers and data types for storing calculation data.
Neo LS-SVM is a modern Least-Squares Support Vector Machine implementation
Amons-based quantum machine learning for quantum chemistry
Machine Learning Code Implementations in Python
kernel linear regression and svm for Creditcard and Tumor data
Explore selected topics related to Gaussian processes
Pytorch implementation of Alchemical Kernels from Phys. Chem. Chem. Phys., 2018,20, 29661-29668
Lecture "Softwareprojekt" @fh-wedel WS20
Codes and images used for blog article at https://www.mdelcueto.com/blog/kernel-ridge-regression-tutorial/
Scripts for machine learning at ONR project (2017-)
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