Work in progress port of https://github.com/fagonzalezo/qmc to PyTorch.
Implementation of some machine learning algorithms using density matrices from quantum mechanics. Particularly, the library provides support for
- Density matrix kernel density estimation
- Density matrix kernel density classification
- Quantum measurement classification
- Quantum measurement regression
Coming soon!
You can install the most recent version of the library with
pip install git+https://github.com/fagonzalezo/qmc.gitCheck our examples to see what you can do!