Immutable structures for one- and two-dimensional calculations with labelled axis

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  • License: MIT License (MIT)
  • Author: Christopher Ariza
  • Tags staticframe , pandas , numpy , immutable , array
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The StaticFrame library consists of the Series and Frame, immutable data structures for one- and two-dimensional calculations with self-aligning, labelled axis. StaticFrame offers an alternative to Pandas. While many interfaces for data extraction and manipulation are similar to Pandas, StaticFrame deviates from Pandas in many ways: all data is immutable, and all indices must be unique; all vector processing uses NumPy, and the full range of NumPy data types is preserved; the implementation is concise and lightweight; consistent naming and interfaces are used throughout; and flexible approaches to iteration and function application, with built-in options for parallelization, are provided.

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Avatar for ariza from gravatar.com ariza Avatar for chaburkland from gravatar.com chaburkland

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  • License: MIT License (MIT)
  • Author: Christopher Ariza
  • Tags staticframe , pandas , numpy , immutable , array
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3.7.0

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