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nqs-rbm
NiklasBli/nqs-rbm
nqs-rbm is a machine learning model from NiklasBli. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
- GitHub Repository: (<https://github.com/NiklasBliemel/nqs-rbm) - Developed by: Niklas Bliemel - Model type: RBM - Language(s) (NLP): Python
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At a glance
- License
- mit
- Access
- Public
- Created
- Jul 15, 2026
- Updated
- Oct 9, 2026
- SHA
- 5d493d4c
Model card
From the Hugging Face model README
Model Card
- GitHub Repository: (https://github.com/NiklasBliemel/nqs-rbm)
- Developed by: Niklas Bliemel
- Model type: RBM
- Language(s) (NLP): Python
Repository Guide:
- main Branch: requirements and source code (model architecture, hamiltonian and training scheme)
- other Branches: parameters of trained model, used configuration and visualization (training graphs etc.)
- naming-convention: L{number_of_sites}_g{transverse_field_strength}
Transverse Field Ising (TFI) Hamiltonian
For this hamiltonian the RBM is searching the groundstate.
$$ H = -\sum_{i=1}^L \hat S_{z,i} \hat S_{z,i+1} - g \sum_{i=1}^L \hat S_{x,i} $$
- License
- mit
- Languages
- de, en
- Created
- Jul 15, 2026
- Updated
- Oct 9, 2026