Combination of transformers and diffusion models for flexible all-in-one simulation-based inference
☆79Jun 20, 2025Updated 9 months ago
Alternatives and similar repositories for simformer
Users that are interested in simformer 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…☆807Apr 2, 2026Updated last week
- Simulation-based inference in JAX☆47Mar 25, 2026Updated 2 weeks ago
- Simulation-based inference benchmark☆112Jan 23, 2025Updated last year
- ☆31Nov 8, 2023Updated 2 years ago
- Learning Robust Statistics for Simulation-Based Inference Under Model Misspecification (Huang et al., Neurips 2023)☆12Jul 15, 2025Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Community-sourced list of papers and resources on neural simulation-based inference.☆151Jan 28, 2026Updated 2 months ago
- Conditional density estimation with neural networks☆35Jan 18, 2025Updated last year
- Fast, lightweight and parallelised simulation-based inference in JAX.☆23Oct 28, 2025Updated 5 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆40Aug 12, 2025Updated 7 months ago
- A system for scientific simulation-based inference at scale.☆167Mar 30, 2024Updated 2 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Nov 4, 2024Updated last year
- nessai: Nested Sampling with Artificial Intelligence☆48Feb 24, 2026Updated last month
- Next-generation pulsar-timing-array data analysis☆23Mar 26, 2026Updated 2 weeks ago
- Likelihood-Free Inference for Gravitational Waves☆41Sep 6, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Implementation of papers in 101 lines of code.☆18Nov 12, 2023Updated 2 years ago
- Gradient Based Nested Sampling☆21Feb 2, 2024Updated 2 years ago
- ☆223Feb 21, 2026Updated last month
- This is a community-driven collection of resources around amortized inference.☆64Jan 22, 2026Updated 2 months ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆24Nov 13, 2025Updated 4 months ago
- Code to reproduce experiments in Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows☆14May 23, 2024Updated last year
- Likelihood-free AMortized Posterior Estimation with PyTorch☆134Aug 21, 2024Updated last year
- ☆10Jan 12, 2024Updated 2 years ago
- Things that make me feel productive☆15Oct 9, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆256Oct 28, 2025Updated 5 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆78Mar 18, 2026Updated 3 weeks ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32May 12, 2023Updated 2 years ago
- Differentiable Gravitational Waveforms with JAX☆71Jul 28, 2025Updated 8 months ago
- Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…☆11Dec 19, 2025Updated 3 months ago
- Example of GAMES (Gravitational-wave Amortized Metric Enhanced Sampler)☆12Oct 8, 2024Updated last year
- ☆10Dec 9, 2022Updated 3 years ago
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆14Nov 14, 2022Updated 3 years ago
- A Python library for efficient Bayesian modeling with deep learning☆651Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Meeting repo for likelihood free inference meeting☆14Oct 6, 2022Updated 3 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Feb 11, 2026Updated last month
- Collecting research materials on neural samplers with diffusion/flow models☆59Jul 4, 2025Updated 9 months ago
- Normalizing flows in PyTorch☆1,006Dec 27, 2024Updated last year
- Package of useful sampling algorithms written in MLX.☆17Feb 27, 2024Updated 2 years ago
- Automated SMC with Probabilistic Program Proposals, for the Gen PPL.☆23Oct 31, 2023Updated 2 years ago
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 3 years ago