Python multinomial Examples

Example #1

File: units.py Project: OwaJawa/morb

 def sample_from_activation(self, vmap):
     p0 = self.probabilities_from_activation(vmap)
     s0 = samplers.multinomial(p0)
     s = s0[:, :, :-1] # chop off the last state (zero state)
     return s

Example #2

 def sample_from_activation(self, vmap):
     p0 = self.probabilities_from_activation(vmap)
     s0 = samplers.multinomial(p0)
     s = s0[:, :, :-1]  # chop off the last state (zero state)
     return s

Example #3

File: units.py Project: OwaJawa/morb

 def sample_from_activation(self, vmap):
     p = self.probabilities_from_activation(vmap)
     return samplers.multinomial(p)

Example #4

 def sample_from_activation(self, vmap):
     p = self.probabilities_from_activation(vmap)
     return samplers.multinomial(p)

Example #5

File: units.py Project: pbrakel/morb

 def sample_from_activation(self, vmap):
     p0 = activation_functions.softmax_with_zero(vmap[self])
     s0 = samplers.multinomial(p0)
     s = s0[:, :, :-1]  # chop off the last state (zero state)
     return s

Example #6

File: units.py Project: pbrakel/morb

 def sample_from_activation(self, vmap):
     p = activation_functions.softmax(vmap[self])
     return samplers.multinomial(p)

Example #7

File: units.py Project: pbrakel/morb

 def sample_from_activation(self, vmap):
     p0 = activation_functions.softmax_with_zero(vmap[self])
     s0 = samplers.multinomial(p0)
     s = s0[:, :, :-1]  # chop off the last state (zero state)
     return s

Example #8

File: units.py Project: pbrakel/morb

 def sample_from_activation(self, vmap):
     p = activation_functions.softmax(vmap[self])
     return samplers.multinomial(p)