syrte / robustgp
Robust Gaussian Process with Iterative Trimming
☆23Updated 3 years ago
Alternatives and similar repositories for robustgp:
Users that are interested in robustgp are comparing it to the libraries listed below
- A Python Toolkit for AGN Time Series Analysis using CARMA models☆19Updated 7 months ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated last month
- PyAutoFit: Classy Probabilistic Programming☆63Updated this week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆26Updated 5 months ago
- ☆22Updated 5 years ago
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated this week
- Combines Bayesian analyses from many datasets.☆22Updated 11 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆38Updated 4 months ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆83Updated 2 months ago
- A Python package with tools for analysing star clusters.☆14Updated 5 months ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆37Updated last month
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated last month
- Decompose images into components containing structures of different sizes by solving a modified version of the diffusion equatin☆12Updated last year
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆28Updated 2 weeks ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated last year
- Standard for strong gravitational lensing analyses☆18Updated last week
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last year
- Likelihood Estimation of Observational data with Python☆17Updated 4 years ago
- Differentiable Stellar Population Synthesis☆28Updated this week
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- python implemetation of the fortran cream AGN lightcurve-fitting code.☆9Updated last year
- Sky mapping with matplotlib and PROJ☆14Updated 3 weeks ago
- Pipeline elements for 3x2pt analysis (shear-shear, shear-density, density-density) for DC2☆19Updated this week
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 2 months ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago
- Bayesian Jenaer software☆22Updated 4 months ago
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- ☆16Updated 4 years ago