dflemin3 / approxposterior
A Python package for approximate Bayesian inference and optimization using Gaussian processes
☆42Updated last year
Alternatives and similar repositories for approxposterior:
Users that are interested in approxposterior are comparing it to the libraries listed below
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆108Updated last year
- PyAutoFit: Classy Probabilistic Programming☆63Updated this week
- Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).☆22Updated 4 years ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago
- Lectures on Bayesian statistics and information theory☆31Updated 3 years ago
- A tutorial on Hierarchical Bayesian Modelling☆18Updated 4 years ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆98Updated last month
- Kernel Density Estimation and (re)sampling☆61Updated last year
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 2 months ago
- Parallel tempering MCMC sampler package written in Python☆52Updated 6 months ago
- A webpage for the scattering transform. To calculate, you just need the folder called "scattering".☆50Updated 6 months ago
- Fast & scalable Gaussian Processes in one dimension☆74Updated last week
- nessai: Nested Sampling with Artificial Intelligence☆38Updated 3 weeks ago
- MCMC package for Bayesian data analysis☆58Updated 7 years ago
- Unbiased and Consistent Nested Sampling via Sequential Monte Carlo☆14Updated 7 months ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆31Updated last year
- MCMC sample analysis, kernel densities, plotting, and GUI☆162Updated this week
- Some notes about MCMC☆44Updated 7 years ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated 11 months ago
- A Python Toolkit for AGN Time Series Analysis using CARMA models☆19Updated 6 months ago
- A parallel-tempered version of emcee.☆59Updated last year
- ☆22Updated 5 years ago
- My CV☆37Updated this week
- Code for the Density Deconvolution with Normalizing Flows paper.☆12Updated 4 years ago
- chapters of a book Hogg will never write☆90Updated 3 months ago
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆60Updated this week
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated last month