lda_set_icml_wnag.py

class HP(object):
    dtName = 'icml'; dtFilename = './data/icml.txt'; dtVocname = './data/icml.voc'
    alpha=1e-1; beta=1e-1; sigma=1.
    K=30; batchsize=100; n_gsamp=50; M=20
    n_iter=20; n_round=25
    # n_iter=100; n_round=100
    perpType = 'para'; n_window = None

class PM(object):
    accType = 'wnag';
    # dnType='SVGD'; dnNormalize=False; accRemem=2.5; optType='sgd'; optExpo=.55; optIter0=1000; stepsize=3e+0; bwType='med'

    # dnType='Blob'; accRemem=2.1; optType='sgd'; optExpo=.55; optIter0=1000; stepsize=3e-2; bwType='med'

    # dnType='GFSD'; accRemem=2.1; optType='sgd'; optExpo=.55; optIter0=1000; stepsize=3e-2; bwType='med'

    dnType='GFSF'; dnRidge=1e-5; accRemem=2.1; optType='sgd'; optExpo=.55; optIter0=1000; stepsize=3e-2; bwType='med'