This is a community-driven collection of resources around amortized inference.
☆72Jan 22, 2026Updated 7 months ago
Alternatives and similar repositories for awesome-amortized-inference
Users that are interested in awesome-amortized-inference are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning Robust Statistics for Simulation-Based Inference Under Model Misspecification (Huang et al., Neurips 2023)☆13May 26, 2026Updated 3 months ago
- Contains the code for reproducing the experiments and results of the paper "Neural Superstatistics: A Bayesian Method for Estimating Dyna…☆15Aug 18, 2023Updated 3 years ago
- A Python library for efficient Bayesian modeling with deep learning☆753Updated this week
- Gravitational-wave astronomy in JAX☆16Updated this week
- Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., AISTATS 2025)☆23Aug 6, 2026Updated 3 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A python package for learning prior distributions based on expert knowledge☆18Nov 12, 2025Updated 9 months ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆84Jun 20, 2025Updated last year
- Simulation-based inference in JAX☆53Jul 4, 2026Updated last month
- Community-sourced list of papers and resources on neural simulation-based inference.☆166Jan 28, 2026Updated 7 months ago
- ☆14Oct 25, 2022Updated 3 years ago
- A Julia package for behavioural modeling☆118Updated this week
- Package for data-driven and phenomenological gravitational waveform models☆12Aug 4, 2026Updated 3 weeks ago
- Modular pipeline for design assistance. PYPi Package: https://pypi.org/project/vai-lab☆14Dec 22, 2023Updated 2 years ago
- Bindings for Bayesian TidyModels☆48Aug 24, 2026Updated last week
- 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.
- A JAX-based gaussian process structure learning package for time series modelling.☆37Apr 28, 2026Updated 4 months ago
- An omni-sampler for Bayesian MCMC☆59Aug 20, 2026Updated last week
- This will be the first official public release of the VItamin code base. VItamin is a python package for producing fast gravitational wav…☆28Jul 6, 2021Updated 5 years ago
- Differential evolution in R☆31Nov 9, 2022Updated 3 years ago
- JAX-accelerated nuclear equation of state inference and TOV solvers☆17Updated this week
- ☆13Jun 25, 2021Updated 5 years ago
- The Julia implementation of the generalised hierarchical Gaussian filter☆37Nov 24, 2025Updated 9 months ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆23Oct 28, 2025Updated 10 months ago
- ☆17Aug 15, 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.
- Modern normalizing flows in Python. Simple to use and easily extensible.☆13Aug 19, 2026Updated last week
- Probabilistic programming framework for signal inference algorithms that operate regardless of the underlying grids and their resolutions☆48Updated this week
- Numerical relativity surrogate waveform in Jax☆19Aug 14, 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…☆861Aug 20, 2026Updated last week
- loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)☆157Updated this week
- Codes to reproduce results in the paper☆10Apr 9, 2021Updated 5 years ago
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆48Updated this week
- Waveform model for inspiralling precessing-eccentric compact binaries☆21Aug 5, 2026Updated 3 weeks ago
- Sequential Monte Carlo with NUTS for Gravitational Wave Inference☆21Jun 18, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A Docker workflow to work reproducibly with papaja in RStudio☆10Nov 16, 2021Updated 4 years ago
- A course on implementing a Bayesian workflow using Stan.☆11Jun 17, 2022Updated 4 years ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆116Aug 18, 2026Updated last week
- A normalizing flow using Bernstein polynomials for conditional density estimation.☆18Oct 18, 2024Updated last year
- Python tools for acquiring, analysing and simulating electrophysiological data☆15Updated this week
- Astronomy Research + JAX Meeting 2024☆13Oct 23, 2024Updated last year
- State of the art inference for your bayesian models.☆248Jan 14, 2026Updated 7 months ago