aritraghsh09 / GaMPEN
ML framework to estimate Bayesian posteriors of galaxy morphological parameters
☆9Updated last month
Related projects: ⓘ
- Gaussian process based implementation for galaxy star formation histories with custom kernels☆13Updated 11 months ago
- JWST数据处理笔记☆13Updated last year
- Augmented halo model for accurate non-linear matter power spectrum calculations☆15Updated 11 months ago
- RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.☆10Updated 3 years ago
- SED fitting comparison on CANDELS observations☆15Updated last year
- Python code to interface with halo catalogs and other Abacus N-body data products☆14Updated 2 weeks ago
- Interactive notebooks for graduate course in galaxies.☆15Updated 3 months ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆24Updated 7 months ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆28Updated last month
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆21Updated 2 months ago
- Scarlet, all new and shiny☆13Updated 3 weeks ago
- Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"☆16Updated last year
- Search the VizieR and NED databases for spectroscopic redshifts around positions of interest.☆10Updated 4 years ago
- ☆23Updated 6 years ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆17Updated last month
- Real-space void locations from survey reconstruction☆8Updated 2 years ago
- Population Synthesis for Compact-object Lensing Events☆16Updated 2 weeks ago
- A code for generating fake spectra from a cosmological simulation☆12Updated 2 weeks ago
- Library for meta-detection, combining detection and metacalibration☆11Updated last month
- Differentiable Stellar Population Synthesis☆23Updated 3 months ago
- A pipeline for versatile strong lens sample simulations☆26Updated 2 months ago
- Bayesian fitting of Sersic profiles to galaxy images accelerated with jax☆23Updated last month
- Fisher forecasting code for use with class_delens☆12Updated last year
- A TensorFlow reimplementation of GalSim☆10Updated 2 years ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 5 months ago
- Shape Measurement Pipeline☆17Updated 4 months ago
- Full-Shape Power Spectrum and Bispectrum Likelihoods☆11Updated 4 months ago
- Public repository of the CLASS code that has the functionality of producing delensed CMB spectra and lensing-reconstruction noise spectra…☆11Updated last year
- The Farmer☆11Updated 3 weeks ago
- Pipeline elements for 3x2pt analysis (shear-shear, shear-density, density-density) for DC2☆19Updated this week