exoplanet-dev / celerite2
Fast & scalable Gaussian Processes in one dimension
☆74Updated last week
Alternatives and similar repositories for celerite2:
Users that are interested in celerite2 are comparing it to the libraries listed below
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- Differentiable cosmological emulators: the JAX version of CosmoPower☆36Updated 2 months ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated last month
- chapters of a book Hogg will never write☆90Updated 2 months ago
- PyAutoFit: Classy Probabilistic Programming☆63Updated this week
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated last week
- Combines Bayesian analyses from many datasets.☆22Updated 10 months ago
- Diffusive Nested Sampling☆68Updated 4 months ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆24Updated this week
- Nested Sampling post-processing and plotting☆57Updated this week
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Artificial Neural-Net compression and fitting of synthetic spectral grids.☆19Updated 5 months ago
- Corner plots, LaTeX tables and plotting walks.☆83Updated this week
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆96Updated last month
- A JAX package for weak gravitational lensing☆30Updated 10 months ago
- Astronomical time series analysis with JAX☆54Updated this week
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆66Updated 3 years ago
- A custom Monte Carlo sampler for the (gravitational) two-body problem☆30Updated 6 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆108Updated last year
- An alternative to MCMC for rapid analysis of models☆46Updated 3 years ago
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆60Updated this week
- Python MCMC Sampler☆33Updated last week
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated 10 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆37Updated 3 months ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated last month
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆83Updated last month
- scida is an out-of-the-box analysis tool for large scientific datasets. It primarily supports the astrophysics community, focusing on cos…☆33Updated this week
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆12Updated last year