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.
☆859Aug 20, 2026Updated last week
Alternatives and similar repositories for sbi
Users that are interested in sbi are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Simulation-based inference benchmark☆115Jan 23, 2025Updated last year
- A system for scientific simulation-based inference at scale.☆172Mar 30, 2024Updated 2 years ago
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Jul 3, 2020Updated 6 years ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆84Jun 20, 2025Updated last year
- Likelihood-free AMortized Posterior Estimation with PyTorch☆136Aug 21, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Sep 11, 2023Updated 2 years ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆166Jan 28, 2026Updated 7 months ago
- Conditional density estimation with neural networks☆35Jan 18, 2025Updated last year
- Simulation-based inference in JAX☆53Jul 4, 2026Updated last month
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆55Apr 15, 2022Updated 4 years ago
- SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory☆24Apr 12, 2023Updated 3 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,117Updated this week
- Normalizing flows in PyTorch☆1,019Dec 27, 2024Updated last year
- A Python library for efficient Bayesian modeling with deep learning☆752Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The tiniest of Gaussian Process libraries☆347Aug 3, 2026Updated 3 weeks ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆263Oct 28, 2025Updated 10 months ago
- Probabilistic Programming and Nested sampling in JAX☆254Updated this week
- Neural likelihood-free methods in PyTorch.☆39Feb 11, 2020Updated 6 years ago
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆15Nov 14, 2022Updated 3 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆30Nov 4, 2024Updated last year
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆20Jul 13, 2023Updated 3 years ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆23Oct 28, 2025Updated 10 months ago
- ☆649Jul 30, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆126Sep 11, 2025Updated 11 months ago
- Normalizing flows in PyTorch☆466Mar 10, 2026Updated 5 months ago
- State of the art inference for your bayesian models.☆248Jan 14, 2026Updated 7 months ago
- Meeting repo for likelihood free inference meeting☆14Oct 6, 2022Updated 3 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆64May 6, 2026Updated 3 months ago
- Sequential Neural Likelihood☆42Sep 12, 2019Updated 6 years ago
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆209Aug 14, 2026Updated 2 weeks ago
- Research code for Mixed Neural Likelihood Estimation (MNLE, Boelts et al. 2022)☆18Dec 4, 2023Updated 2 years ago
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆14Jun 24, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆88Mar 18, 2026Updated 5 months ago
- Robust ML in Astro☆80Aug 19, 2026Updated last week
- Dynamic Nested Sampling package for computing Bayesian posteriors and evidences☆421Aug 8, 2026Updated 3 weeks ago
- nessai: Nested Sampling with Artificial Intelligence☆50Jun 29, 2026Updated 2 months ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,749Updated this week
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 4 years ago
- ELFI - Engine for Likelihood-Free Inference☆283May 7, 2025Updated last year