tingyuansen / deep-potentialLinks
☆16Updated 4 years ago
Alternatives and similar repositories for deep-potential
Users that are interested in deep-potential are comparing it to the libraries listed below
Sorting:
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated last year
- Differentiable cosmological emulators: the JAX version of CosmoPower☆41Updated 4 months ago
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 3 months ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆88Updated this week
- Curated list of astronomy/astrophysics code packages using JAX☆49Updated last month
- Robust ML in Astro☆68Updated 2 months ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated last year
- Differentiable Stellar Population Synthesis☆30Updated 4 months ago
- The galaxy survey codex☆17Updated last year
- nessai: Nested Sampling with Artificial Intelligence☆42Updated 2 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- Repository for Angus H Wright's AstroStatistics Lecture Materials☆15Updated 3 years ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆24Updated 8 months ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆31Updated last week
- Astronomy Research + JAX Meeting 2024☆13Updated last year
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆17Updated last year
- A python package for making arbitrarily structured, arbitrary-dimension boxes☆26Updated this week
- A webpage for the scattering transform. To calculate, you just need the folder called "scattering".☆60Updated last year
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated last month
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆64Updated this week
- hankl is a lightweight Python implementation of the FFTLog algorithm for Cosmology☆26Updated 2 years ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆40Updated 2 weeks ago
- Generator for Large Scale Structure☆45Updated this week
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆70Updated last week
- PyAutoFit: Classy Probabilistic Programming☆63Updated this week