Latents#

A Python library for latent variable modeling and dimensionality reduction

with an emphasis on linear, probabilistic methods.

Latents hero artwork

Sample & fit

Generative models with explicit distributions support both simulation and inference.

Structure follows theory

Methods compose from core mathematical building blocks: state models, observation models, and priors.

Canonical

Authoritative implementations — no more cobbling together research code.