jonaselgammal / GPryLinks
A Package for Bayesian inference of expensive likelihoods with Gaussian Processes
☆28Updated 2 weeks ago
Alternatives and similar repositories for GPry
Users that are interested in GPry are comparing it to the libraries listed below
Sorting:
- Differentiable Gravitational Waveforms with JAX☆63Updated 3 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆70Updated last month
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆111Updated last month
- Parallel nested sampling☆29Updated 2 weeks ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- CPU/GPU agnostic gravitational-wave population inference☆51Updated last month
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆26Updated last year
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- An easy to use interface to gravitational wave surrogate models☆34Updated 3 months ago
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated 2 years ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 8 months ago
- Example of GAMES (Gravitational-wave Amortized Metric Enhanced Sampler)☆10Updated last year
- Clean version of research-projects, just with ILE☆18Updated last week
- A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis☆16Updated 9 months ago
- Fast Inference for GW Astronomy, Research and Observations☆21Updated 2 weeks ago
- Package for data-driven and phenomenological gravitational waveform models☆13Updated 8 months ago
- Short Fourier Transforms for Fresnel-weighted Template summation☆13Updated 5 months ago
- Bayesian analysis of black hole ringdowns in gravitational-wave data.☆36Updated last week
- Combining gravitational wave harmonics for efficient evaluation of likelihood☆27Updated last month
- Waveform model for inspiralling precessing-eccentric compact binaries☆13Updated last month
- ☆13Updated 2 years ago
- Nested Sampling post-processing and plotting☆67Updated last month
- A JAX-based gaussian process structure learning package for time series modelling.☆23Updated 5 months ago
- Codes to compute the WDM wavelet transform☆11Updated 5 years ago
- Bayesian Jenaer software☆22Updated last month
- Notebooks for the ICERM workshop tutorials on surrogate models.☆13Updated 2 years ago
- Likelihood-Free Inference for Gravitational Waves☆43Updated 4 years ago
- Using GPU to compute LISA response to gravitational waves in millisecond scale.☆31Updated 2 weeks ago
- Performing parameter estimation on gravitational wave data with machine learning☆18Updated 2 weeks ago
- Simple slow-rotation neutron star structure solver☆12Updated 4 years ago