PyRank
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About

Simulation Based Inference Python Packages

Python packages with the GitHub topic simulation-based-inference. Sorted by relevance, with stars and monthly downloads.
sbi-dev
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.

18K 825 243
dirmeier
sbijax

Simulation-based inference in JAX

1K 52 6
probabilists
lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

1K 135 12
Plant-Food-Research-Open
calisim

A toolbox for the calibration and evaluation of simulation models.

900 20 3
cweniger
falcon-sbi

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

874 9 2
undark-lab
swyft

A system for scientific simulation-based inference at scale.

641 172 19
homerjed
sbiax

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

543 23 1
bGuenes
bayes-compass

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

497 6 0
JohannesBuchner
askcarl

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

374 2 0
aurelio-amerio
gensbi-examples

Examples for the GenSBI library

291 0 0
aurelio-amerio
gensbi

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

250 9 0
swagnercarena
paltas

Strong lens substructure package.

179 18 13
synthesizer-project
synference

Flexible SED fitting using Synthesizer, powered by Simulation Based Inference

62 12 2
    • Data from PyPI, GitHub, ClickHouse, and BigQuery