IVON optimizer for neural networks based on variational learning.

NoLimits.jl provides a unified, open-source framework for specifying, estimating, and diagnosing hierarchical models of longitudinal data.

Community-sourced list of papers and resources on neural simulation-based inference.

A powerful, minimal Python project template and agent skill for modern Python projects with uv

This is a community-driven collection of resources around amortized inference.

distributed, likelihood-free inference

PEtab - an SBML and TSV based data format for parameter estimation problems in systems biology

Create recurring random groups that are chosen to minimize some criterion.

python Parameter EStimation TOolbox

A Python library for efficient Bayesian modeling with deep learning