ThomasHelfer / multimodal-supernovaeLinks
A codebase dedicated to exploring multimodal learning approaches by integrating images of host galaxies of supernovae and their corresponding light-curves and spectra.
☆15Updated 5 months ago
Alternatives and similar repositories for multimodal-supernovae
Users that are interested in multimodal-supernovae are comparing it to the libraries listed below
Sorting:
- JAX-based linear Einstein-Boltzmann solver for cosmology☆18Updated last month
- Simulation-based (likelihood-free) inference customized for astronomical applications☆27Updated 7 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆45Updated 6 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆24Updated 4 months ago
- Robust ML in Astro☆58Updated this week
- Coverage tests to check the quality of your posterior estimators.☆31Updated 10 months ago
- Implemenation of PQMass from Lemos et al. 2024☆15Updated 2 months ago
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆39Updated 2 years ago
- ☆17Updated last month
- Spectrum encoder and decoder☆40Updated 3 months ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated 10 months ago
- A numpyro implementation of BayeSN, the optical-NIR SED model for type Ia supernovae☆13Updated 2 weeks ago
- Hyrax - A framework for machine learning in astronomy☆14Updated this week
- Code for Leung & Bovy 2023☆23Updated 9 months ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆18Updated last week
- Data and codes for self-supervised learning on the DESI legacy surveys☆42Updated last year
- Differentiable Likelihood for CMB Analysis☆19Updated this week
- Benchmarking field-level cosmological inference from galaxy surveys.☆10Updated last month
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆16Updated last year
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated 3 weeks ago
- Strong lensing simulation pipeline☆27Updated this week
- Synthesizer - a code for creating synthetic astrophysical observables☆33Updated this week
- A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis☆14Updated 4 months ago
- Astronomical source modeling in jax☆19Updated this week
- ☆18Updated this week
- A gravitational lensing simulator for the machine learning era.☆41Updated this week
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 3 months ago
- Simulate transients within the sky☆12Updated last month
- A pipeline for versatile strong lens sample simulations☆33Updated 11 months ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆39Updated 2 weeks ago