LFITaskForce / FlatironMeetingLinks
Meeting repo for likelihood free inference meeting
☆14Updated 2 years ago
Alternatives and similar repositories for FlatironMeeting
Users that are interested in FlatironMeeting are comparing it to the libraries listed below
Sorting:
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆10Updated last month
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated 2 weeks ago
- a differentiable lensing simulator☆10Updated 3 years ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 2 years ago
- ☆16Updated 4 years ago
- A 1% accurate model of the matter power spectrum and cluster counts covariance, accurate to k = 1 h/Mpc.☆10Updated 4 years ago
- Coverage tests to check the quality of your posterior estimators.☆30Updated 9 months ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆16Updated last year
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last month
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆32Updated 5 years ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆43Updated 3 weeks ago
- A JAX package for weak gravitational lensing☆33Updated last year
- JAX-based linear Einstein-Boltzmann solver for cosmology☆16Updated last month
- Unitful Quantities in JAX☆40Updated this week
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated 9 months ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆27Updated 7 months ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆109Updated last year
- The galaxy survey codex☆16Updated 10 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 2 months ago
- Paper introducing jax-cosmo☆14Updated 2 years ago
- Likelihood-Free Inference for Gravitational Waves☆39Updated 3 years ago
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 3 months ago
- Astronomy Research + JAX Meeting 2024☆13Updated 7 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆43Updated 6 months ago
- Gradient Based Nested Sampling☆20Updated last year