kmzzhang / nbi
Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
☆37Updated last month
Alternatives and similar repositories for nbi:
Users that are interested in nbi are comparing it to the libraries listed below
- Robust ML in Astro☆53Updated last week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆26Updated 6 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆41Updated 5 months ago
- Astronomy Research + JAX Meeting 2024☆13Updated 6 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated 2 months ago
- Functional Posterior Plotter☆21Updated last month
- hankl is a lightweight Python implementation of the FFTLog algorithm for Cosmology☆24Updated 2 years ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆17Updated 8 months ago
- Synthesizer - a code for creating synthetic astrophysical observables☆26Updated this week
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆15Updated last year
- An omni-sampler for Bayesian MCMC☆48Updated 2 months ago
- Differentiable Stellar Population Synthesis☆28Updated 2 weeks ago
- ☆17Updated this week
- Examples for usage of the Core Cosmology Library☆32Updated 2 weeks ago
- Machine Learning - accelerated Bayesian inference☆68Updated 4 months ago
- Libraries to analyze numerical simulations☆41Updated 4 years ago
- Configuration Space Covariances for Projected Galaxy 2-Point Statistics☆14Updated last year
- CPU/GPU agnostic gravitational-wave population inference☆46Updated last week
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆85Updated 3 months ago
- BAO Model Fitting Made Easy☆21Updated 8 months ago
- ☆23Updated last month
- A public repository for the code L-PICOLA☆17Updated last year
- A python package for making arbitrarily structured, arbitrary-dimension boxes☆26Updated last week
- ☆22Updated last week
- Automated pipeline for lens modelling based on lenstronomy☆21Updated last week
- A cosmological tool for emulation of various basic statistics of dark matter haloes based on Dark Quest project (https://darkquestcosmolo…☆23Updated last year
- Combining gravitational wave harmonics for efficient evaluation of likelihood☆23Updated this week
- Save All Correlations and Covariances☆15Updated last week
- JAX-based linear Einstein-Boltzmann solver for cosmology☆16Updated this week
- Coverage tests to check the quality of your posterior estimators.☆30Updated 8 months ago