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Random Tensors

Summary​

  • Creating random tensors
    • random.normal
    • random.uniform

Content​

There are many ways to create random tensors but following APIs will be considered

  • random.normal More info in [[Normal Probability Distribution]]
  • random.uniform More info in [[02 Uniform Probability Distribution]]

Creating Random Tensors​

rand = tf.random.Generator.from_seed(2)
rand_tensor = rand.normal(shape=(2,3))
rand_tensor
"""
<tf.Tensor: shape=(2, 3), dtype=float32, numpy=
array([[-0.1012345 , -0.2744976 ,  1.4204658 ],
       [ 1.2609464 , -0.43640924, -1.9633987 ]], dtype=float32)>
"""