MeDIL is a Python package for causal factor analysis, using the measurement dependence inducing latent (MeDIL) causal model framework [MGW20].
The package is under active development—see the
develop branch of the repository on GitLab or its Github mirror.
estimation of causal factor loadings in the linear Gaussian setting or in the nonparametric setting using a variational autoencoder [MLAS23]
sampling from and random generation of linear Gaussian causal factor models
Oct 06, 2023