rhayes777 / PyAutoFit
PyAutoFit: Classy Probabilistic Programming
☆64Updated this week
Alternatives and similar repositories for PyAutoFit:
Users that are interested in PyAutoFit are comparing it to the libraries listed below
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆100Updated 2 months ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆85Updated 3 months ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆37Updated 4 months ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated 2 months ago
- Generator for Large Scale Structure☆38Updated this week
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated this week
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- Combines Bayesian analyses from many datasets.☆22Updated 11 months ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 2 months ago
- nessai: Nested Sampling with Artificial Intelligence☆39Updated this week
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated last year
- Corner plots, LaTeX tables and plotting walks.☆84Updated last week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆26Updated 6 months ago
- Bayesian X-ray analysis (nested sampling for Xspec and Sherpa)☆60Updated 5 months ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated last year
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆61Updated last week
- Astronomy Research + JAX Meeting 2024☆13Updated 6 months ago
- A Python Toolkit for AGN Time Series Analysis using CARMA models☆19Updated 7 months ago
- scida is an out-of-the-box analysis tool for large scientific datasets. It primarily supports the astrophysics community, focusing on cos…☆33Updated last month
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 3 months ago
- Nested Sampling post-processing and plotting☆58Updated 2 weeks ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- ☆21Updated 5 years ago
- Astronomical time series analysis with JAX☆59Updated this week
- Curated list of astronomy/astrophysics code packages using JAX☆41Updated 5 months ago
- Get latest astronomy job and rumor news in your command line☆24Updated 3 years ago
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆91Updated last month
- ✨ ArtPop – Building artificial galaxies one star at a time.☆61Updated last year
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆28Updated 2 years ago