Emcee Example | 社區大學終身學習網
![Emcee Example](https://i.imgur.com/1IaoGs0.jpg)
emceeisapythonmodulethatimplementsaverycoolMCMCsamplingalgorithmcampleanensemblesampler.Inordertomoreefficientlysampletheparameter ...
![Emcee Example](https://i.imgur.com/1IaoGs0.jpg)
emcee is a python module that implements a very cool MCMC sampling algorithm cample an ensemble sampler. In order to more efficiently sample the parameter space, many samplers (called walkers) run in parallel and periodically exchange states. emcee is available from this website:
http://dan.iel.fm/emcee/current/
You can also install via pip or easy_install.
Similar to other examples, we start by making some fake data. In this case, were going to do have a linear regression model with two predictor variables (x,y) and one outcome variable (z). The relation between them is: [Z_n = alpha + eta_x x_n + eta_y y_n + epsilon] where (epsilon) is a Gaussian noise term.
dfmemcee | 社區大學終身學習網
emcee | 社區大學終身學習網
emcee 2.2.1 documentation | 社區大學終身學習網
Emcee Example | 社區大學終身學習網
emcee — emcee | 社區大學終身學習網
Fitting a model to data | 社區大學終身學習網
Installation — emcee | 社區大學終身學習網
Parallelization — emcee | 社區大學終身學習網
The Ensemble Sampler — emcee | 社區大學終身學習網
![](https://i.imgur.com/1IaoGs0.jpg)
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