jakeret / abcpmcLinks
Approximate Bayesian Computation Population Monte Carlo
☆41Updated 5 years ago
Alternatives and similar repositories for abcpmc
Users that are interested in abcpmc are comparing it to the libraries listed below
Sorting:
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆40Updated 5 years ago
- Scalable 1D Gaussian Processes in C++, Python, and Julia☆185Updated this week
- Diffusive Nested Sampling☆70Updated last month
- Python MCMC Sampler☆33Updated 5 months ago
- chapters of a book Hogg will never write☆90Updated 7 months ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆75Updated 2 years ago
- A non-traditional TensorFlow tutorial☆48Updated 5 years ago
- Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).☆22Updated 5 years ago
- A list of Python-based MCMC & ABC packages☆123Updated last month
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 3 years ago
- Some notes about MCMC☆44Updated 7 years ago
- MCMC package for Bayesian data analysis☆59Updated 8 years ago
- Source for our paper on multiband periodograms.☆32Updated 6 years ago
- DEPRECATED: use dfm/emcee version 3 instead☆21Updated 5 years ago
- A Python package for Approximate Bayesian Computation☆38Updated 9 years ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆57Updated last year
- Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data☆79Updated 8 months ago
- Parallel tempering MCMC sampler package written in Python☆55Updated 11 months ago
- Resources for Bayesian Models for Astrophysical Data - Hilbe, de Souza and Ishida, 2016, Cambridge University Press☆48Updated 3 years ago
- MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.☆41Updated 9 months ago
- A parallel-tempered version of emcee.☆60Updated 2 years ago
- Kernel Density Estimation and (re)sampling☆62Updated 2 years ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆238Updated last year
- ☆16Updated 4 years ago
- ABCpy package☆115Updated last year
- Fast & scalable Gaussian Processes in one dimension☆76Updated 4 months ago
- Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.☆205Updated 7 months ago
- PyMC Extras extracted from the "exoplanet" library☆20Updated 2 months ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆104Updated 2 months ago