NumPy Alternatives

NumPy is described as 'The fundamental package for scientific computing in Python. It Python library that provides a multidimensional array object, various derived objects (such as masked arrays and matrices), and an assortment of routines for fast operations on arrays, including' and is an app in the development category. There are more than 50 alternatives to NumPy for a variety of platforms, including Windows, Mac, Linux, Web-based and Python apps. The best NumPy alternative is R (programming language), which is both free and Open Source. Other great apps like NumPy are SageMath, MATLAB, Spyder and SciPy.

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Alternatives
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Alternatives list

  1. Polars icon

    Polars

     3 likes

    Polars is a highly performant DataFrame library for manipulating structured data. The core is written in Rust, but the library is also available in Python. Its key features are:

    Cost / License

    • Free
    • Open Source (MIT)

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    • Python
    • NL flagNetherlands
    • European Union flagEU
    Polars screenshot 1
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  2. Ardos icon

    Ardos

     2 likes

    Discover Erdos, the secure AI-native IDE that pairs Jupyter notebooks with an embedded assistant to edit code, surface documentation, and accelerate analysis.

    Cost / License

    Application type

    Platforms

    • Linux
    • Windows
    • Mac
    • US flagUnited States
    Ardos screenshot 1
    Good alternative?
     
  4. SymPy icon

    SymPy

     31 likes

    SymPy is a Python library for symbolic computation. The stated goals of the library are to become a full-featured computer algebra system and to keep a simple code base to promote extensibility and comprehensibility.

    39 SymPy alternatives

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    SymPy screenshot 1
    Good alternative?
     
  5. pandas icon

    pandas

     7 likes

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more.

    Cost / License

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    • Python
    Good alternative?
     
  6. NumeRe icon

    NumeRe

     4 likes

    Open source framework for numerical computations and advanced statistical analysis, featuring nonlinear curve fitting, ODE solving, 1D/2D publication-quality visualization, Fourier and wavelet transforms, intuitive syntax, and namespace-based code organization for research.

    88 NumeRe alternatives

    Cost / License

    Application type

    Platforms

    • Windows
    • DE flagGermany
    • European Union flagEU
    Default view of a session in NumeRe with an exemplary plot. The GUI is available in German and English
    Good alternative?
     
  8. RunMat icon

    RunMat

     1 like

    RunMat is an open-source, GPU-accelerated runtime for MATLAB-syntax code. Engineers bring their existing .m files and run them — most work unmodified.

    Cost / License

    Platforms

    • Online
    • Windows
    • Linux
    • Mac
    • Google Chrome
    • Self-Hosted
    • Mozilla Firefox
    • Chrome OS
    • US flagUnited States
    RunMat screenshot 1
    Good alternative?
     
  9. python(x,y) icon

    python(x,y)

     37 likes

    Python(x,y) is a free scientific and engineering development software for numerical computations, data analysis and data visualization based on Python programming language, Qt graphical user interfaces and .

    Cost / License

    Application type

    Alerts

    • Discontinued

    Platforms

    • Windows
    • FR flagFrance
    • European Union flagEU
    python(x,y) screenshot 1
    Good alternative?
     
  10. Chapel icon

    Chapel

     Like

    Chapel is a programming language designed for productive parallel computing at scale.

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Self-Hosted
    Chapel screenshot 1
    Good alternative?
     
  11. Xcos icon

    Xcos

     17 likes

    Xcos is a graphical editor to design hybrid dynamical systems models. Models can be designed, loaded, saved, compiled and simulated.

    104 Xcos alternatives

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • FR flagFrance
    • European Union flagEU
    Xcos screenshot 1
    Good alternative?
     
  12. Freemat icon

    Freemat

     18 likes

    FreeMat is an environment for rapid engineering and scientific processing. It is similar to commercial systems such as MATLAB from Mathworks and IDL from Research Systems, but is Open Source.

    Cost / License

    • Free
    • Open Source

    Alerts

    • Discontinued

    Platforms

    • Mac
    • Windows
    • Linux
    • PortableApps.com
    Freemat screenshot 1
    Good alternative?
     
  13. OpenModelica icon

    OpenModelica

     19 likes

    OpenModelica – A Free Modelica Environment! OpenModelica is an open-source Modelica-based modeling and simulation environment intended for industrial and academic usage. Its long-term development is supported by a non-profit organization – the Open Source Modelica Consortium (OS.

    48 OpenModelica alternatives

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    OpenModelica screenshot 1
    Good alternative?
     
  14. WinPython icon

    WinPython

     13 likes

    The easiest way to run Python, Spyder with SciPy and friends out of the box on any Windows PC, without installing anything!.

    Cost / License

    • Free
    • Proprietary

    Application type

    Platforms

    • Windows
    Good alternative?
     
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