Module: Tensorflow::Random

Defined in:
lib/tensorflow/ops/random.rb

Class Method Summary collapse

Class Method Details

.normal(shape, mean: 0.0, stddev: 1.0, dtype: :float, seed: nil, name: nil) ⇒ Object 



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# File 'lib/tensorflow/ops/random.rb', line 3

def self.normal(shape, mean: 0.0, stddev: 1.0, dtype: :float, seed: nil, name: nil)
  seed ||= ::Random.rand
  random = RawOps.random_standard_normal(shape, seed: seed, seed2: seed, dtype: dtype)
  mul = (random * stddev) + mean
end

.truncated_normal(shape, mean: 0.0, stddev: 1.0, dtype: :float, seed: nil, name: nil) ⇒ Object 



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# File 'lib/tensorflow/ops/random.rb', line 9

def self.truncated_normal(shape, mean: 0.0, stddev: 1.0, dtype: :float, seed: nil, name: nil)
  random = RawOps.truncated_normal(shape, seed: seed, seed2: seed, dtype: dtype)
  mul = (random * stddev) + mean
end

.uniform(shape, seed: 0, seed2: 0, dtype: :float, typeT: nil) ⇒ Object 



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# File 'lib/tensorflow/ops/random.rb', line 14

def self.uniform(shape, seed: 0, seed2: 0, dtype: :float, typeT: nil)
  RawOps.random_uniform(shape, seed: seed, seed2: seed2, dtype: dtype, typeT: typeT)
end