sbi reloaded — Peer-reviewed • Rank 20.0 • Science 100%

sbi reloaded: a toolkit for simulation-based inference workflows - Published in JOSS (2025)

swyft — Peer-reviewed • Rank 12.6 • Science 95%

swyft: Truncated Marginal Neural Ratio Estimation in Python - Published in JOSS (2022)

SBIAX — Peer-reviewed • Rank 8.1 • Science 93%

SBIAX: Density-estimation simulation-based inference in JAX - Published in JOSS (2025)

BayesFlow — Peer-reviewed • Rank 17.3 • Science 77%

BayesFlow: Amortized Bayesian Workflows With Neural Networks - Published in JOSS (2023)

pomp • Rank 17.5 • Science 59%

R package for statistical inference using partially observed Markov processes

lampe • Rank 12.5 • Science 31%

Likelihood-free AMortized Posterior Estimation with PyTorch

summaries2 • Science 57%

https://github.com/acerbilab/amortized-conditioning-engine • Science 36%

Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., AISTATS 2025)

calisim • Science 44%

A toolbox for the calibration and evaluation of simulation models.

jeansgnn • Science 67%

Neural Simulation-based Inference with GNN for Jeans Modeling

sbc • Science 49%

balanced-nre • Science 41%

Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".

summaries • Science 54%

Comparison of summary statistic selection methods with a unifying perspective.

sally_cpv_wh • Science 67%

Created for benchmarking different techniques to search for CP violation in the HWW vertex in leptonic WH production.