dpiras / cosmopower-jax
Differentiable cosmological emulators: the JAX version of CosmoPower
☆36Updated 2 months ago
Alternatives and similar repositories for cosmopower-jax:
Users that are interested in cosmopower-jax are comparing it to the libraries listed below
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated this week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆26Updated 4 months ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Astronomy Research + JAX Meeting 2024☆13Updated 4 months ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆12Updated last year
- Curated list of astronomy/astrophysics code packages using JAX☆37Updated 3 months ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated 10 months ago
- Pipeline elements for 3x2pt analysis (shear-shear, shear-density, density-density) for DC2☆19Updated this week
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated 2 weeks ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated last week
- ☆17Updated 2 weeks ago
- A JAX package for weak gravitational lensing☆30Updated 10 months ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆83Updated last month
- Differentiable Stellar Population Synthesis☆27Updated last month
- Generator for Large Scale Structure☆38Updated this week
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated last month
- A Jax wrapper for cudaKDTree☆10Updated last year
- A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals☆12Updated last month
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆17Updated 7 months ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆17Updated this week
- Robust ML in Astro☆51Updated 3 weeks ago
- ☆16Updated 4 years ago
- A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis☆13Updated last month
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆13Updated last year
- Beyond-2pt blind data challenge☆16Updated 7 months ago
- The galaxy survey codex☆16Updated 8 months ago
- ☆13Updated last year
- A python package for making arbitrarily structured, arbitrary-dimension boxes☆25Updated last week
- Combining gravitational wave harmonics for efficient evaluation of likelihood☆22Updated 2 weeks ago
- Fast Inference for GW Astronomy, Research and Observations☆19Updated 3 weeks ago