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flextensor

A lightweight python package that allows intuitive axis transposition and axis-based matrix operations in numpy.

Run the test file to see how it works

Features

  • Create axes of an n-dimensional array based on identifier strings rather than numbers so you can easily keep track of what is parameterizing your space
  • Transpose axes of ndarrays simply by the order of identifiers (or tranditional axis numbers)
  • Dymanically create new axes anywhere within the parameter list
  • Use ellipsis to skip to the end of the axis parameter list to add new axes or swap old ones

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