Hierarchical Models Python Packages

scdef

Deep exponential families for single-cell data.

modelframe

Compute fixed and random effects model matrices in Python

bayesian-pricing

Hierarchical Bayesian models for insurance pricing — PyMC 5, thin-data segments, credibility factors

hbmep

Hierarchical Bayesian estimation of motor-evoked potential recruitment curves

typed-tree

TypedTree provides a tree structure that allows adding type information to its nodes and edges, respectively

simple-hierarchy-pytorch

A python package adding basic hierarchal networks in pytorch for classification tasks. It implements a simple hierarchal network structure based on feed-backward outputs.

simple-hierarchy

Simple hierarchal models in PyTorch.