Community-sourced list of papers and resources on neural simulation-based inference.
☆155Jan 28, 2026Updated 3 months ago
Alternatives and similar repositories for awesome-neural-sbi
Users that are interested in awesome-neural-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 in JAX☆52Mar 25, 2026Updated last month
- Simulation-based inference benchmark☆112Jan 23, 2025Updated last year
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆824Apr 26, 2026Updated last week
- Stainless neural networks in JAX☆35Feb 3, 2026Updated 3 months ago
- Coverage tests to check the quality of your posterior estimators.☆33Aug 12, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A system for scientific simulation-based inference at scale.☆171Mar 30, 2024Updated 2 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆54Apr 15, 2022Updated 4 years ago
- Contains the code for reproducing the experiments and results of the paper "Neural Superstatistics: A Bayesian Method for Estimating Dyna…☆14Aug 18, 2023Updated 2 years ago
- Conditional density estimation with neural networks☆35Jan 18, 2025Updated last year
- ☆228Feb 21, 2026Updated 2 months ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆134Aug 21, 2024Updated last year
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆80Jun 20, 2025Updated 10 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Mar 10, 2024Updated 2 years ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆27Apr 18, 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.
- Fast, lightweight and parallelised simulation-based inference in JAX.☆23Oct 28, 2025Updated 6 months ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆258Oct 28, 2025Updated 6 months ago
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 3 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆45Nov 27, 2025Updated 5 months ago
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆19Jul 13, 2023Updated 2 years ago
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆13Dec 12, 2022Updated 3 years ago
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆61Oct 31, 2023Updated 2 years ago
- Learning Robust Statistics for Simulation-Based Inference Under Model Misspecification (Huang et al., Neurips 2023)☆13Jul 15, 2025Updated 9 months ago
- Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/…☆17Oct 18, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆33Updated this week
- Official implementation of Learning Diffusion Priors from Observations by Expectation Maximization☆36Mar 19, 2026Updated last month
- A Python library for efficient Bayesian modeling with deep learning☆661Apr 30, 2026Updated last week
- Curated list of astronomy/astrophysics code packages using JAX☆55Mar 25, 2026Updated last month
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆34May 12, 2023Updated 2 years ago
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆25Jan 3, 2024Updated 2 years ago
- a differentiable lensing simulator☆10Jan 18, 2022Updated 4 years ago
- The galaxy survey codex☆17Jul 12, 2024Updated last year
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Jun 24, 2023Updated 2 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.
- A TensorFlow reimplementation of GalSim☆10Mar 8, 2022Updated 4 years ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆14Jul 17, 2025Updated 9 months ago
- S2FFT: Differentiable and accelerated spherical transforms☆223Updated this week
- Probabilistic Programming and Nested sampling in JAX☆235Apr 16, 2026Updated 3 weeks ago
- Differentiable models of halo and galaxy formation history☆11May 1, 2026Updated last week
- Differentiable Gravitational Waveforms with JAX☆71Jul 28, 2025Updated 9 months ago
- Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.1482…☆12Feb 26, 2023Updated 3 years ago