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.
☆838Jun 26, 2026Updated this 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☆113Jan 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 5 years ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆83Jun 20, 2025Updated last year
- Likelihood-free AMortized Posterior Estimation with PyTorch☆135Aug 21, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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.☆162Jan 28, 2026Updated 5 months ago
- Conditional density estimation with neural networks☆35Jan 18, 2025Updated last year
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆54Apr 15, 2022Updated 4 years ago
- Simulation-based inference in JAX☆52Mar 25, 2026Updated 3 months ago
- SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory☆23Apr 12, 2023Updated 3 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,091Jun 23, 2026Updated last week
- Normalizing flows in PyTorch☆1,019Dec 27, 2024Updated last year
- A Python library for efficient Bayesian modeling with deep learning☆677Jun 22, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The tiniest of Gaussian Process libraries☆347Jun 12, 2026Updated 2 weeks ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆259Oct 28, 2025Updated 8 months ago
- Probabilistic Programming and Nested sampling in JAX☆241May 13, 2026Updated last month
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆15Nov 14, 2022Updated 3 years ago
- Neural likelihood-free methods in PyTorch.☆39Feb 11, 2020Updated 6 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆30Nov 4, 2024Updated last year
- Robust ML in Astro☆78May 6, 2026Updated last month
- Fast, lightweight and parallelised simulation-based inference in JAX.☆23Oct 28, 2025Updated 8 months ago
- ☆640Jun 12, 2026Updated 2 weeks 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.
- Normalizing flows in PyTorch☆462Mar 10, 2026Updated 3 months ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆124Sep 11, 2025Updated 9 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆63May 6, 2026Updated last month
- State of the art inference for your bayesian models.☆243Jan 14, 2026Updated 5 months ago
- Meeting repo for likelihood free inference meeting☆14Oct 6, 2022Updated 3 years ago
- Sequential Neural Likelihood☆42Sep 12, 2019Updated 6 years 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.☆13Jun 24, 2023Updated 3 years ago
- nessai: Nested Sampling with Artificial Intelligence☆50Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Dynamic Nested Sampling package for computing Bayesian posteriors and evidences☆412Jun 13, 2026Updated 2 weeks ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,708Jun 8, 2026Updated 3 weeks ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆81Mar 18, 2026Updated 3 months ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆34May 12, 2023Updated 3 years ago
- ELFI - Engine for Likelihood-Free Inference☆283May 7, 2025Updated last year
- A differentiable cosmology library in JAX☆242Jun 27, 2025Updated last year
- S2FFT: Differentiable and accelerated spherical transforms☆227Updated this week