TensorFlow

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TensorFlow is an open-source software library for dataflow programming across a range of tasks. It is a symbolic math library, and is also used for machine learning applications such as neural networks.[1]

Introduction

Tensors
  • N-dimensional arrays
  • Measured by "rank"
  • All elements are same datatype
# Rank 0:
[1]
# Rank 1:
[1][2][3]
# Rank 2:
[1][2][3]
[4][5][6]
# Rank 3 (3D):
[1][2][3]
 [4][5][6]
  [7][8][9]

References

  1. "TensorFlow: Open source machine learning" "It is machine learning software being used for various kinds of perceptual and language understanding tasks" — Jeffrey Dean, minute 0:47 / 2:17 from Youtube clip

External links