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Discrete Choice Python Packages

Python packages with the GitHub topic discrete-choice. Sorted by monthly downloads, with stars and forks.
arteagac
xlogit

A Python package for GPU-accelerated estimation of mixed logit models.

3K 68 26
timothyb0912
pylogit

A python package for estimating conditional logit models.

1K 204 111
mwong009
pycmtensor

Python Choice Modelling on Tensor (PyCMTensor). A flexible Neural Embedded Discrete Choice Modelling (NEDCM) Python package

737 5 0
UMN-Choi-Lab
pybhatlib

Python implementation of BHATLIB: matrix-based inference for multinomial probit, ordered probit, and MVNCD approximation methods (Bhat 2011, 2018)

470 0 0
OpenSourceEconomics
dcegm

Fully JAX-compatible python implementation of the DC-EGM algorithm from Iskhakov, Jorgensen, Rust, and Schjerning (QE, 2017).

233 26 5
hknd23
idcempy

Inflated Discrete Choice Models

168 2 5
knaaptime
locpick

Modern location and destination choice modeling

130 2 1
kiudee
csrank

Context-sensitive ranking and choice in Python with PyTorch

113 67 15
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