Penalized Maximum-Entropy Dasymetric Modeling (P-MEDM) in Python.
Project description
PyMEDM: Penalized Maximum-Entropy Dasymetric Modeling (P-MEDM) in Python
This is a GPU-ready Python port of PMEDMrcpp via jax and jaxopt.
References
- Leyk, S., Nagle, N. N., & Buttenfield, B. P. (2013). Maximum entropy dasymetric modeling for demographic small area estimation. Geographical Analysis, 45(3), 285-306.
- Nagle, N. N., Buttenfield, B. P., Leyk, S., & Spielman, S. (2014). Dasymetric modeling and uncertainty. Annals of the Association of American Geographers, 104(1), 80-95.
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