kmzzhang / nbiLinks
Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
☆39Updated last month
Alternatives and similar repositories for nbi
Users that are interested in nbi are comparing it to the libraries listed below
Sorting:
- Robust ML in Astro☆68Updated last week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated 10 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆45Updated 9 months ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆87Updated 2 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆24Updated 6 months ago
- An omni-sampler for Bayesian MCMC☆52Updated 2 months ago
- Machine Learning - accelerated Bayesian inference☆75Updated 8 months ago
- CPU/GPU agnostic gravitational-wave population inference☆49Updated 2 months ago
- Differentiable Stellar Population Synthesis☆29Updated 2 months ago
- ☆28Updated 2 weeks ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆34Updated last month
- Nested Sampling post-processing and plotting☆63Updated last month
- Astronomy Research + JAX Meeting 2024☆13Updated 10 months ago
- Generator for Large Scale Structure☆40Updated this week
- A cosmological tool for emulation of various basic statistics of dark matter haloes based on Dark Quest project (https://darkquestcosmolo…☆24Updated last month
- A public repository for the code L-PICOLA☆17Updated last year
- ☆24Updated last week
- Examples for usage of the Core Cosmology Library☆31Updated 5 months ago
- Differentiable Cosmological Forward Model☆85Updated this week
- Libraries to analyze numerical simulations☆43Updated 4 years ago
- Beyond-2pt blind data challenge☆17Updated last year
- Synthesizer - a code for creating synthetic astrophysical observables☆34Updated this week
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated last year
- A python package for making arbitrarily structured, arbitrary-dimension boxes☆26Updated 2 weeks ago
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- ☆21Updated last week
- hankl is a lightweight Python implementation of the FFTLog algorithm for Cosmology☆26Updated 2 years ago
- A unified pseudo-Cl framework☆61Updated last month
- Differentiable cosmological emulators: the JAX version of CosmoPower☆40Updated 2 months ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆17Updated last year