rhayes777 / PyAutoFit
PyAutoFit: Classy Probabilistic Programming
☆62Updated this week
Alternatives and similar repositories for PyAutoFit:
Users that are interested in PyAutoFit are comparing it to the libraries listed below
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆81Updated last week
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆95Updated last month
- Combines Bayesian analyses from many datasets.☆22Updated 8 months ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated 2 months ago
- Corner plots, LaTeX tables and plotting walks.☆82Updated last month
- Differentiable strong lens modelling on CPUs and GPUs☆24Updated 2 months ago
- nessai: Nested Sampling with Artificial Intelligence☆38Updated this week
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- Bayesian X-ray analysis (nested sampling for Xspec and Sherpa)☆59Updated 2 months ago
- ☆22Updated 5 years ago
- Nested Sampling post-processing and plotting☆57Updated 4 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆37Updated last month
- Differentiable cosmological emulators: the JAX version of CosmoPower☆35Updated last month
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆12Updated last year
- Astronomy Research + JAX Meeting 2024☆13Updated 3 months ago
- Robust ML in Astro☆49Updated this week
- A Python Toolkit for AGN Time Series Analysis using CARMA models☆18Updated 4 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆35Updated 8 months ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆25Updated 2 months ago
- Generator for Large Scale Structure☆37Updated this week
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Machine Learning - accelerated Bayesian inference☆64Updated last month
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆87Updated 2 months ago
- chapters of a book Hogg will never write☆90Updated last month
- jaxspec is an X-ray spectra Bayesian analysis package, relying on JAX to enable just in time compilation☆29Updated this week
- Tools for data-driven spectra models with Gaussian processes. Pronounced "soap."☆30Updated 7 years ago
- A custom Monte Carlo sampler for the (gravitational) two-body problem☆30Updated 5 months ago
- Astronomical time series analysis with JAX☆51Updated this week