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Tensorflow: Tensors - Coggle Diagram
Tensorflow: Tensors
TensorFlow Variable
what is it
a
variable
in TensorFlow
backed by a
tensor
why choose it
persistent state
more efficient
usage
COMING SOON
Introduction
what is it
a unit of data
multidimensional arrays
why is it important
represents data
main units in
TensorFlow
describes relations
Attributes
rank
alias for dimension
example
rank 0 -> magnitude
rank 1 -> vector
rank 2 -> matrix
shape
shape starts at the most outer tensor
number of elements in a list
example
[[[1, 2, 3], [[4, 5, 6]]]
shape: [2, 1, 3]
Broadcasting (coming soon)