Simulation Based Inference Python Packages

sbi

sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you covered.

sbijax

Simulation-based inference in JAX

lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

calisim

A toolbox for the calibration and evaluation of simulation models.

falcon-sbi

CLI-driven framework for simulation-based inference with large simulators

swyft

A system for scientific simulation-based inference at scale.

sbiax

Fast, lightweight and parallelised simulation-based inference in JAX.

bayes-compass

COMPASS: A Python package for bayesian model comparison in a simulation based setting

askcarl

Gaussian mixture models with support for missing values and upper limits in some features.

gensbi-examples

Examples for the GenSBI library

gensbi

GenSBI is a library for Simulation-Based Inference using generative models in JAX.

paltas

Strong lens substructure package.

synference

Flexible SED fitting using Synthesizer, powered by Simulation Based Inference