sanjibs / bmcmcLinks
MCMC package for Bayesian data analysis
☆59Updated 8 years ago
Alternatives and similar repositories for bmcmc
Users that are interested in bmcmc are comparing it to the libraries listed below
Sorting:
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆75Updated 2 years ago
- MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.☆41Updated 10 months ago
- Diffusive Nested Sampling☆70Updated this week
- Python MCMC Sampler☆33Updated 6 months ago
- Some notes about MCMC☆44Updated 7 years ago
- NlogN algorithm for least-squares fitting of periodic templates to noisy, non-equispaced time-series data.☆52Updated 4 years ago
- Scalable 1D Gaussian Processes in C++, Python, and Julia☆186Updated last week
- Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.☆206Updated 7 months ago
- chapters of a book Hogg will never write☆90Updated 8 months ago
- Source for my paper, Understanding the Lomb-Scargle Periodogram☆85Updated 3 years ago
- a data-driven method for determining stellar parameters and abundances from stellar spectra☆42Updated 7 years ago
- Bayesian Methods in Astronomy workshop, presented at AAS227☆123Updated 9 years ago
- MPI-based C and Python version of the DNest code (https://github.com/eggplantbren/DNest3) with modifications.☆11Updated 3 months ago
- Periodic time series analysis tools based on information theory☆55Updated last year
- Vectorized Nonnegative Matrix Factorization with heteroscedastic uncertainties and missing data☆32Updated last year
- An alternative to MCMC for rapid analysis of models☆46Updated 4 years ago
- Python module for performing linear regression for data with measurement errors and intrinsic scatter☆61Updated last year
- PyAutoFit: Classy Probabilistic Programming☆63Updated 2 weeks ago
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆66Updated 2 years ago
- hyperspectral galaxy modeling and deblending☆54Updated last year
- Tools for Flexible Spectroscopic Inference☆74Updated 2 years ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 3 years ago
- Analysis kit for large-scale structure datasets, the massively parallel way☆113Updated 2 weeks ago
- General tools for Astronomical Time Series in Python☆87Updated last year
- A parallel-tempered version of emcee.☆60Updated 2 years ago
- Artificial Neural-Net compression and fitting of synthetic spectral grids.☆20Updated 2 weeks ago
- Gaussian mixture model for incomplete (missing or truncated) and noisy data☆102Updated 3 years ago
- Tools for data-driven spectra models with Gaussian processes. Pronounced "soap."☆30Updated 7 years ago
- A python package implementing the MARGINAL LIKELIHOODS FROM MONTE CARLO MARKOV CHAINS algorithm described in Heavens et. al. (2017)☆43Updated 2 years ago
- ☆16Updated 4 years ago