Ciela-Institute / tarpLinks
Coverage tests to check the quality of your posterior estimators.
☆33Updated last year
Alternatives and similar repositories for tarp
Users that are interested in tarp are comparing it to the libraries listed below
Sorting:
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆17Updated last year
- Curated list of astronomy/astrophysics code packages using JAX☆52Updated 2 weeks ago
- Robust ML in Astro☆75Updated this week
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆32Updated this week
- Benchmarking field-level cosmological inference from galaxy surveys.☆12Updated 6 months ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆24Updated 3 months ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆43Updated 2 months ago
- A Jax wrapper for cudaKDTree☆11Updated 4 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 6 months ago
- nessai: Nested Sampling with Artificial Intelligence☆45Updated 3 weeks ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated 2 years ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆58Updated last month
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated this week
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated last year
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated last year
- Repository for Angus H Wright's AstroStatistics Lecture Materials☆15Updated 3 years ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 6 months ago
- A repository to store state of the art score model architectures☆61Updated 2 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆19Updated 3 weeks ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆25Updated 2 months ago
- Machine Learning - accelerated Bayesian inference☆78Updated last year
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆75Updated last month
- Normalising flows implemented using nflows☆27Updated 2 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Updated 2 years ago
- Differentiable Likelihood for CMB Analysis☆25Updated 3 weeks ago
- A JAX package for weak gravitational lensing☆35Updated last year
- An experiment: emcee implemented in JAX☆28Updated 3 years ago
- ☆16Updated 5 years ago
- Generator for Large Scale Structure☆51Updated last week