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 last month
- Differentiable strong lens modelling on CPUs and GPUs☆27Updated 2 weeks ago
- Strong lensing simulation pipeline☆35Updated this week
- Curated list of astronomy/astrophysics code packages using JAX☆47Updated 2 weeks ago
- Machine Learning - accelerated Bayesian inference☆73Updated 10 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆24Updated 8 months ago
- A python toolkit for rendering populations of dark matter halos for gravitational lensing simulations☆41Updated last month
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆88Updated 2 weeks ago
- Spectrum encoder and decoder☆45Updated 7 months ago
- ☆29Updated last month
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated 11 months ago
- Automated pipeline for lens modelling based on lenstronomy☆22Updated last week
- Differentiable Stellar Population Synthesis☆30Updated 4 months ago
- Standard for strong gravitational lensing analyses☆18Updated 2 weeks ago
- Extension modules to the lenstronomy software package☆67Updated 2 months ago
- ☆22Updated last week
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆17Updated last year
- Conduct simulation-based inference on strong gravitational lensing systems.☆17Updated last year
- ☆24Updated last week
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆40Updated 2 years ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 2 months ago
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- Astronomical source modeling in jax☆24Updated 3 weeks ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated last year
- Differentiable Likelihood for CMB Analysis☆22Updated 2 weeks ago
- Beyond-2pt blind data challenge☆17Updated last year
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆31Updated 3 weeks ago
- ☆22Updated 4 years ago
- All-in-one tool to generate, and correctly drizzle, HST, JWST, and Roman PSFs.☆12Updated 3 weeks ago
- A cosmological tool for emulation of various basic statistics of dark matter haloes based on Dark Quest project (https://darkquestcosmolo…☆24Updated 2 months ago