minaskar / pocomcLinks
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
☆114Updated 3 months ago
Alternatives and similar repositories for pocomc
Users that are interested in pocomc are comparing it to the libraries listed below
Sorting:
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆91Updated last month
- Nested Sampling post-processing and plotting☆67Updated last week
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 4 months ago
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆93Updated this week
- An omni-sampler for Bayesian MCMC☆56Updated 3 weeks ago
- PyAutoFit: Classy Probabilistic Programming☆63Updated last week
- nessai: Nested Sampling with Artificial Intelligence☆43Updated last week
- Corner plots, LaTeX tables and plotting walks.☆88Updated this week
- CPU/GPU agnostic gravitational-wave population inference☆56Updated last month
- Curated list of astronomy/astrophysics code packages using JAX☆51Updated last week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated last year
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆27Updated 10 months ago
- Astronomy Research + JAX Meeting 2024☆13Updated last year
- Fit and compare complex models reliably and rapidly. Advanced nested sampling.☆193Updated 6 months ago
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆40Updated 3 weeks ago
- Robust ML in Astro☆71Updated 3 months ago
- ☆13Updated last year
- Differentiable cosmological emulators: the JAX version of CosmoPower☆41Updated 2 weeks ago
- Differentiable Gravitational Waveforms with JAX☆69Updated 4 months ago
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆65Updated this week
- Combines Bayesian analyses from many datasets.☆23Updated last year
- A unified framework for stochastic sampling packages and gravitational-wave inference in Python.☆107Updated 2 weeks ago
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- Machine Learning - accelerated Bayesian inference☆76Updated 11 months ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- A parallel-tempered version of emcee.☆62Updated 2 years ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 3 years ago
- MCMC sample analysis, kernel densities, plotting, and GUI☆181Updated last month
- hankl is a lightweight Python implementation of the FFTLog algorithm for Cosmology☆26Updated 2 years ago
- Combining gravitational wave harmonics for efficient evaluation of likelihood☆27Updated this week