jobovy / extreme-deconvolutionLinks
Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data
☆80Updated 6 months ago
Alternatives and similar repositories for extreme-deconvolution
Users that are interested in extreme-deconvolution are comparing it to the libraries listed below
Sorting:
- Diffusive Nested Sampling☆69Updated 7 months ago
- Materials for the Wednesday Afternoon Machine Learning workshop☆18Updated 10 years ago
- Code to perform multivariate linear regression using Gibbs sampling☆20Updated 3 years ago
- MCMC package for Bayesian data analysis☆59Updated 7 years ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆74Updated last year
- Source for our paper on multiband periodograms.☆32Updated 5 years ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- ☆16Updated 4 years ago
- Some notes about MCMC☆44Updated 7 years ago
- Fast & scalable Gaussian Processes in one dimension☆74Updated 2 months ago
- A wrapper class for the scikit-learn BaseEstimator class that implements both the astroML and Bovy et al. (2011) XDGMM methods.☆24Updated last year
- Materials for the 2016 Astro Hack Week☆24Updated 8 years ago
- chapters of a book Hogg will never write☆90Updated 5 months ago
- Approximate Bayesian Computation Population Monte Carlo☆41Updated 5 years ago
- Tools for data-driven spectra models with Gaussian processes. Pronounced "soap."☆30Updated 7 years ago
- Combines Bayesian analyses from many datasets.☆22Updated last year
- Resources for Bayesian Models for Astrophysical Data - Hilbe, de Souza and Ishida, 2016, Cambridge University Press☆47Updated 2 years ago
- MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.☆40Updated 7 months ago
- Materials for a mini-course on code development and packaging☆23Updated 4 months ago
- Tools for Flexible Spectroscopic Inference☆72Updated 2 years ago
- Principal Component Analysis (PCA) for Missing and/or Noisy Data☆81Updated 8 years ago
- Corner plots, LaTeX tables and plotting walks.☆84Updated 2 weeks ago
- ProFit is a galaxy image bulge-disk decomposition program☆30Updated last year
- Python MCMC Sampler☆33Updated 3 months ago
- DEPRECATED: use dfm/emcee version 3 instead☆21Updated 5 years ago
- Pippi: parse it, plot it. A program for operating on MCMC chains and related lists of samples from a function or distribution.☆11Updated 3 months ago
- Materials for the Mini Summer School in Machine Learning x Astro taught at CCA in Summer '19☆17Updated 5 years ago
- Artificial Neural-Net compression and fitting of synthetic spectral grids.☆20Updated 3 weeks ago
- a data-driven method for determining stellar parameters and abundances from stellar spectra☆41Updated 7 years ago
- A common interface to processing pools.☆118Updated last month