h3jia / bayesfastLinks
Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
☆27Updated 2 years ago
Alternatives and similar repositories for bayesfast
Users that are interested in bayesfast are comparing it to the libraries listed below
Sorting:
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated last year
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆104Updated 2 months ago
- Nested Sampling post-processing and plotting☆61Updated last week
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- nessai: Nested Sampling with Artificial Intelligence☆40Updated 2 months ago
- Differentiable Gravitational Waveforms with JAX☆60Updated 3 weeks ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 6 months ago
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated 9 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆69Updated 2 months ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆25Updated last year
- ☆16Updated 4 years ago
- PyAutoFit: Classy Probabilistic Programming☆63Updated last week
- Differentiable cosmological emulators: the JAX version of CosmoPower☆40Updated 2 months ago
- Likelihood-Free Inference for Gravitational Waves☆42Updated 3 years ago
- Meeting repo for likelihood free inference meeting☆14Updated 2 years ago
- Curated list of astronomy/astrophysics code packages using JAX☆45Updated 8 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 2 weeks ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last month
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆93Updated 2 weeks ago
- a differentiable lensing simulator☆10Updated 3 years ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆28Updated 3 weeks ago
- Gravitational-wave data analysis tools in Jax☆74Updated last week
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 6 months ago
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆62Updated 2 weeks ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- CPU/GPU agnostic gravitational-wave population inference☆49Updated 2 months ago
- Combining gravitational wave harmonics for efficient evaluation of likelihood☆26Updated last month
- Gradient Based Nested Sampling☆20Updated last year