Ciela-Institute / causticsLinks
A gravitational lensing simulator for the machine learning era.
☆45Updated this week
Alternatives and similar repositories for caustics
Users that are interested in caustics are comparing it to the libraries listed below
Sorting:
- Robust ML in Astro☆68Updated 3 weeks ago
- Curated list of astronomy/astrophysics code packages using JAX☆45Updated 10 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆24Updated 7 months ago
- Machine Learning - accelerated Bayesian inference☆75Updated 9 months ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆89Updated 2 months ago
- Differentiable strong lens modelling on CPUs and GPUs☆27Updated 2 months ago
- Strong lensing simulation pipeline☆35Updated this week
- Spectrum encoder and decoder☆43Updated 7 months ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated 11 months ago
- Standard for strong gravitational lensing analyses☆18Updated 6 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated last month
- Differentiable Stellar Population Synthesis☆29Updated 3 months ago
- ☆28Updated last month
- Extension modules to the lenstronomy software package☆66Updated last month
- ☆21Updated 4 years ago
- A python toolkit for rendering populations of dark matter halos for gravitational lensing simulations☆40Updated 2 weeks ago
- ☆24Updated last week
- A set of interactive lecture notes about strong gravitational lensing☆59Updated 8 months ago
- Automated pipeline for lens modelling based on lenstronomy☆22Updated this week
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆40Updated 2 years ago
- ☆16Updated 4 years ago
- hankl is a lightweight Python implementation of the FFTLog algorithm for Cosmology☆26Updated 2 years ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆18Updated this week
- Astronomical source modeling in jax☆23Updated this week
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated last year
- Beyond-2pt blind data challenge☆17Updated last year
- Astronomical time series analysis with JAX☆66Updated this week
- Differentiable Likelihood for CMB Analysis☆22Updated 3 weeks ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆17Updated last year