def run(self, r, niters=10000):
"""Run the lda kernel for `niters`, in a single thread.
Parameters
----------
r : random state
niters : int
"""
validator.validate_type(r, rng, param_name='r')
validator.validate_positive(niters, param_name='niters')
for _ in xrange(niters):
for name, config in self._kernel_config:
if name == 'crf':
lda_crp_gibbs(self._latent, r)
elif name == 'direct_base_dp_hp':
sample_gamma(self._latent, r, config['hp1'], config['hp2'])
elif name == 'direct_second_dp_hp':
sample_alpha(self._latent, r, config['hp1'], config['hp2'])
elif name == 'direct_vocab_hp':
raise NotImplementedError(
'direct_vocab_hp not yet implemented')
else:
raise ValueError(
"Bad kernel specification {}".format(name))
def run(self, r, niters=10000):
"""Run the lda kernel for `niters`, in a single thread.
Parameters
----------
r : random state
niters : int
"""
validator.validate_type(r, rng, param_name='r')
validator.validate_positive(niters, param_name='niters')
for _ in xrange(niters):
lda_crp_gibbs(self._latent, r)
def run(self, r, niters=10000):
"""Run the lda kernel for `niters`, in a single thread.
Parameters
----------
r : random state
niters : int
"""
validator.validate_type(r, rng, param_name='r')
validator.validate_positive(niters, param_name='niters')
for _ in xrange(niters):
lda_crp_gibbs(self._latent, r)
def run(self, r, niters=10000):
"""Run the lda kernel for `niters`, in a single thread.
Parameters
----------
r : random state
niters : int
"""
validator.validate_type(r, rng, param_name='r')
validator.validate_positive(niters, param_name='niters')
for _ in xrange(niters):
for name, config in self._kernel_config:
if name == 'crf':
lda_crp_gibbs(self._latent, r)
elif name == 'direct_base_dp_hp':
sample_gamma(self._latent, r, config['hp1'], config['hp2'])
elif name == 'direct_second_dp_hp':
sample_alpha(self._latent, r, config['hp1'], config['hp2'])
elif name == 'direct_vocab_hp':
raise NotImplementedError('direct_vocab_hp not yet implemented')
else:
raise ValueError("Bad kernel specification {}".format(name))
