BandNet

Environment

BandNet uses UV with Python 3.12. Create the locked lightweight environment used by the genuine-formula implementation and its tests with:

uv sync --frozen

The historical training, plotting, and inference scripts require the larger legacy dependency set:

uv sync --frozen --extra legacy

Run the deterministic genuine-formula validation suite with:

uv run --frozen python -m unittest discover -v

The suite does not generate datasets, train models, or invoke Core.py.

Name		Name	Last commit message	Last commit date
generated/derivations		generated/derivations
.gitignore		.gitignore
.python-version		.python-version
1Band_2D.py		1Band_2D.py
Core.py		Core.py
PHYSICS_SOURCE.md		PHYSICS_SOURCE.md
Paper_figures_analysis_complete.xlsx		Paper_figures_analysis_complete.xlsx
PyTorch_Install.py		PyTorch_Install.py
README.md		README.md
backup_results.sh		backup_results.sh
data_combine.py		data_combine.py
delete_data.py		delete_data.py
inference_set.py		inference_set.py
inference_single_2D.py		inference_single_2D.py
loss_single.py		loss_single.py
multiple_inference.sh		multiple_inference.sh
multiple_training.sh		multiple_training.sh
plot_models_inference.py		plot_models_inference.py
plot_models_training.py		plot_models_training.py
pyproject.toml		pyproject.toml
test_triatomic_genuine_formula.py		test_triatomic_genuine_formula.py
triatomic_genuine_formula.py		triatomic_genuine_formula.py
uv.lock		uv.lock