Why do call the codes gibbs?

liuchenbaidu · October 16, 2018, 10:24am

blei-lab/edward/blob/master/examples/mixture_gaussian_gibbs.py

"""Mixture of Gaussians, with block Gibbs for inference.
"""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

from time import time

import edward as ed
import matplotlib.pyplot as plt
import numpy as np
import tensorflow as tf

from edward.models import (
    Dirichlet, Categorical, InverseGamma, ParamMixture, Normal)


def main(_):
  # Generate data
  true_mu = np.array([-1.0, 0.0, 1.0], np.float32) * 10

This file has been truncated. show original

the code don’t call ed.Gibbs。i don’t understand.

Topic		Replies	Views
Modify Bayesian Linear Model to use Gibbs, but got NotImplementedError General	0	827	August 3, 2018
Error using Gibbs sampling for inference in a probabilistic graphical model General	2	1286	May 28, 2017
LDA with collapsed Gibbs Sampling General	0	1611	November 14, 2018
How to use Gibbs samples for inference in Probabilistic Matrix Model? General	1	1399	May 29, 2017
Cannot correctly setup model for Gibbs inference General	0	732	December 12, 2017

Why do call the codes gibbs?

Related topics