vacquaviva / Flatiron_MCMC
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:
- PyAutoFit: Classy Probabilistic Programming☆64Updated last week
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- chapters of a book Hogg will never write☆90Updated 4 months ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- Materials for the Mini Summer School in Machine Learning x Astro taught at CCA in Summer '19☆17Updated 5 years ago
- ☆21Updated 5 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
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- Combines Bayesian analyses from many datasets.☆22Updated last year
- Gravitational-wave data analysis tools in Jax☆68Updated this week
- Spring 2021 course materials for ASTR 8070: Astrostatistics☆29Updated 3 years ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated 2 months ago
- A template for Python projects☆11Updated 2 years ago
- A Python Toolkit for AGN Time Series Analysis using CARMA models☆19Updated 8 months ago
- ☆17Updated last year
- ProFit is a galaxy image bulge-disk decomposition program☆30Updated last year
- Course materials for Fundamentals of Data Science☆36Updated 4 years ago
- Repository for PHYS T480/580 (Big Data Physics: Methods of Machine Learning) at Drexel University, Fall 2018☆10Updated 6 years ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 2 years ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆101Updated 3 months ago
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆55Updated last year
- Materials related to AST1420 at the University of Toronto☆21Updated last year
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated last year
- ASTR 598: Astro-statistics and Machine Learning☆41Updated 7 years ago
- Lectures on Bayesian statistics and information theory☆31Updated last week
- Bayesian Jenaer software☆22Updated 5 months ago
- Fast & scalable Gaussian Processes in one dimension☆74Updated last month
- CPU/GPU agnostic gravitational-wave population inference☆46Updated 3 weeks ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆37Updated 4 months ago