Simulation-based inference benchmark
☆112Jan 23, 2025Updated last year
Alternatives and similar repositories for sbibm
Users that are interested in sbibm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆822Apr 26, 2026Updated last week
- Community-sourced list of papers and resources on neural simulation-based inference.☆155Jan 28, 2026Updated 3 months ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆80Jun 20, 2025Updated 10 months ago
- SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory☆23Apr 12, 2023Updated 3 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆54Apr 15, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Jun 24, 2023Updated 2 years ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆134Aug 21, 2024Updated last year
- A system for scientific simulation-based inference at scale.☆171Mar 30, 2024Updated 2 years ago
- Neural likelihood-free methods in PyTorch.☆39Feb 11, 2020Updated 6 years ago
- ☆32Nov 8, 2023Updated 2 years ago
- DifferentialEquations.jl with PyTorch☆11Oct 12, 2022Updated 3 years ago
- Stainless neural networks in JAX☆35Feb 3, 2026Updated 3 months ago
- Conditional density estimation with neural networks☆35Jan 18, 2025Updated last year
- Website☆12Apr 27, 2026Updated last week
- 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.
- Implicit Deep Adaptive Design (iDAD): Policy-Based Experimental Design without Likelihoods☆23Dec 30, 2021Updated 4 years ago
- ☆10Dec 9, 2022Updated 3 years ago
- Likelihood-Free Inference for Gravitational Waves☆42Sep 6, 2021Updated 4 years ago
- Generic API for dispatch to Pyro backends.☆16Feb 13, 2022Updated 4 years ago
- Emergent property inference.☆11Jul 6, 2023Updated 2 years ago
- Codes for ICLR 21 paper: Neural Approximate Sufficient Statistics for Implicit Models☆20Jun 23, 2022Updated 3 years ago
- Comparing performance and results of mcmc options using Julia☆38Aug 27, 2021Updated 4 years ago
- The galaxy survey codex☆17Jul 12, 2024Updated last year
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆258Oct 28, 2025Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Probabilistic modeling of tabular data with normalizing flows.☆58Feb 11, 2026Updated 2 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Sep 11, 2023Updated 2 years ago
- A conda-smithy repository for nvcc.☆13Jan 23, 2025Updated last year
- A flexible toolkit for simulation based inference in Julia☆24Apr 27, 2026Updated last week
- Simulation-based inference in JAX☆52Mar 25, 2026Updated last month
- Lectures on Bayesian statistics and information theory☆32Mar 15, 2026Updated last month
- A minimal poster template in Typst.☆26Oct 24, 2025Updated 6 months ago
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆19Jul 13, 2023Updated 2 years ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆40Aug 12, 2025Updated 8 months ago
- 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.
- Manifold-learning flows (ℳ-flows)☆234Nov 13, 2020Updated 5 years ago
- ELFI - Engine for Likelihood-Free Inference☆283May 7, 2025Updated 11 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆25Dec 11, 2025Updated 4 months ago
- ☆11Apr 9, 2026Updated 3 weeks ago
- Implementation of a PyTorch Mutual Information Estimation Toolkit☆24Apr 5, 2024Updated 2 years ago
- A Python library for efficient Bayesian modeling with deep learning☆661Updated this week
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,062Updated this week