prob-ml / blissLinks
Bayesian Light Source Separator
☆42Updated this week
Alternatives and similar repositories for bliss
Users that are interested in bliss are comparing it to the libraries listed below
Sorting:
- A JAX package for weak gravitational lensing☆33Updated last year
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated last year
- tutorials on shape measurement☆10Updated 3 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆37Updated last week
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆24Updated last year
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated last week
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated 9 months ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆10Updated last month
- Shape Measurement Pipeline☆17Updated this week
- Library for meta-detection, combining detection and metacalibration☆12Updated last month
- Streamlit app for galaxy similarity search☆24Updated 2 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆27Updated 7 months ago
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Pipeline elements for 3x2pt analysis (shear-shear, shear-density, density-density) for DC2☆20Updated this week
- a differentiable lensing simulator☆10Updated 3 years ago
- Coverage tests to check the quality of your posterior estimators.☆30Updated 9 months ago
- RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.☆11Updated 3 years ago
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆39Updated last year
- Differentiable Stellar Population Synthesis☆28Updated last month
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated 3 months ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆29Updated last month
- A python package for making arbitrarily structured, arbitrary-dimension boxes☆26Updated last week
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆86Updated 3 weeks ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 3 months ago
- ☆16Updated 4 years ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated 3 months ago
- Tools for data-driven spectra models with Gaussian processes. Pronounced "soap."☆30Updated 7 years ago
- Astronomical time series analysis with JAX☆60Updated this week
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 4 months ago