AlexandreAdam / score_models
A repository to store state of the art score model architectures
☆49Updated 5 months ago
Alternatives and similar repositories for score_models
Users that are interested in score_models are comparing it to the libraries listed below
Sorting:
- Coverage tests to check the quality of your posterior estimators.☆30Updated 9 months ago
- Implemenation of PQMass from Lemos et al. 2024☆15Updated 3 weeks ago
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆39Updated last year
- nessai: Nested Sampling with Artificial Intelligence☆39Updated 2 weeks ago
- A JAX package for weak gravitational lensing☆31Updated last year
- Normalising flows implemented using nflows☆27Updated 7 months ago
- ☆16Updated 4 years ago
- Robust ML in Astro☆54Updated last week
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆16Updated 2 weeks ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆10Updated 2 weeks ago
- A codebase dedicated to exploring multimodal learning approaches by integrating images of host galaxies of supernovae and their correspon…☆13Updated 3 months ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆15Updated last year
- Machine Learning - accelerated Bayesian inference☆68Updated 4 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆41Updated 5 months ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆85Updated 3 months ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆40Updated this week
- A gravitational lensing simulator for the machine learning era.☆36Updated this week
- Likelihood-Free Inference for Gravitational Waves☆38Updated 3 years ago
- Differentiable Likelihood for CMB Analysis☆19Updated last week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆27Updated 6 months ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- Differentiable and accelerated wavelet transform on the sphere with JAX☆17Updated last year
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated 2 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆38Updated 2 months ago
- Spectrum encoder and decoder☆39Updated 2 months ago
- Gradient Based Nested Sampling☆20Updated last year
- Gravitational-wave data analysis tools in Jax☆68Updated this week
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated last year
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆17Updated 9 months ago