vacquaviva / Flatiron_MCMCLinks
This is the material (slides + notebook) used to give the MCMC class in Hogg's Computational Data Analytics class at Flatiron CCA on 3/29.
☆11Updated 5 years ago
Alternatives and similar repositories for Flatiron_MCMC
Users that are interested in Flatiron_MCMC are comparing it to the libraries listed below
Sorting:
- Materials for the Mini Summer School in Machine Learning x Astro taught at CCA in Summer '19☆17Updated 5 years ago
- chapters of a book Hogg will never write☆90Updated 5 months ago
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- ☆21Updated 5 years ago
- Course materials for Fundamentals of Data Science☆35Updated 4 years ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.☆18Updated 2 years ago
- Spring 2021 course materials for ASTR 8070: Astrostatistics☆29Updated 4 years ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆109Updated last year
- Lectures on Bayesian statistics and information theory☆31Updated last week
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆102Updated last week
- ASTR 598: Astro-statistics and Machine Learning☆41Updated 7 years ago
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆56Updated last year
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆24Updated last year
- Combines Bayesian analyses from many datasets.☆22Updated last year
- PyAutoFit: Classy Probabilistic Programming☆64Updated this week
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- scida is an out-of-the-box analysis tool for large scientific datasets. It primarily supports the astrophysics community, focusing on cos…☆35Updated 2 months ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- Bayesian Jenaer software☆22Updated 6 months ago
- Gravitational-wave data analysis tools in Jax☆71Updated this week
- Resources for Bayesian Models for Astrophysical Data - Hilbe, de Souza and Ishida, 2016, Cambridge University Press☆47Updated 2 years ago
- Repository for PHYS T480/580 (Big Data Physics: Methods of Machine Learning) at Drexel University, Fall 2018☆10Updated 6 years ago
- resources for transitioning from academic astronomy to industry data science☆49Updated 4 years ago
- Some notes about MCMC☆44Updated 7 years ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆28Updated last month
- Lecture notes on stellar physics, undergraduate level☆17Updated last year
- ProFit is a galaxy image bulge-disk decomposition program☆30Updated last year
- A Python Toolkit for AGN Time Series Analysis using CARMA models☆22Updated 8 months ago