rhayes777 / PyAutoFitLinks
PyAutoFit: Classy Probabilistic Programming
☆64Updated 2 weeks ago
Alternatives and similar repositories for PyAutoFit
Users that are interested in PyAutoFit are comparing it to the libraries listed below
Sorting:
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆104Updated last month
- Nested Sampling post-processing and plotting☆60Updated this week
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆32Updated 4 months ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆85Updated last month
- Corner plots, LaTeX tables and plotting walks.☆85Updated 3 weeks ago
- MCMC sample analysis, kernel densities, plotting, and GUI☆165Updated this week
- hyperspectral galaxy modeling and deblending☆54Updated 11 months ago
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated 8 months ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 2 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆40Updated 3 weeks ago
- Make a sweet giant triangle confusogram (GTC) plot☆33Updated last year
- Combines Bayesian analyses from many datasets.☆23Updated last year
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆93Updated 3 weeks ago
- A parallel-tempered version of emcee.☆60Updated 2 years ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 5 months ago
- Fit and compare complex models reliably and rapidly. Advanced nested sampling.☆184Updated last month
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated this week
- ☆16Updated 4 years ago
- An experiment: emcee implemented in JAX☆25Updated 3 years ago
- A unified framework for stochastic sampling packages and gravitational-wave inference in Python.☆92Updated 3 weeks ago
- Fast & scalable Gaussian Processes in one dimension☆76Updated 3 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆109Updated last year
- Robust ML in Astro☆58Updated 2 weeks ago
- nessai: Nested Sampling with Artificial Intelligence☆40Updated 2 weeks ago
- Astronomical time series analysis with JAX☆63Updated last week
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 5 months ago
- Material for the "ML for the Sciences" meeting at Princeton University☆55Updated 5 years ago
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆61Updated last week
- A webpage for the scattering transform. To calculate, you just need the folder called "scattering".☆58Updated 9 months ago