Machine learning algorithms for many-body quantum systems
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NetKet is an open-source project delivering cutting-edge methods for the study of many-body quantum systems with artificial neural networks and machine learning techniques. It is a Python library built on C++ primitives.
You can install on osx or linux with either - pip :
pip install netket- conda :
conda install conda-forge::netket
Conda by default ships pre-built binaries for recent versions of python. The default blas library is openblas, but mkl can be enforced.
To learn more, check out the website or the examples.
Variational Monte Carlo
Neural-Network Quantum State Tomography
AbstractLayer[extending C++ code]
AbstractMachine[extending C++ code]