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. AutoPlot icon
     2 likes

    This macOS-native scientific workspace enables importing tabular datasets, creating X&Y plots, 3D plots, histograms, heat maps, and correlation charts, with seamless editing, pixel-perfect annotations, vector export, raw data privacy, and optional hosted assistant.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Mac
    Good alternative?
     
  2. PyDSTool icon
     6 likes

    PyDSTool is a sophisticated & integrated simulation and analysis environment for dynamical systems models of physical systems (ODEs, DAEs, maps, and hybrid systems).

    Cost / License

    Platforms

    • Mac
    • Windows
    • Linux
    • Python
    Good alternative?
     
  3. Forscape icon
     1 like

    Designed for scientific computation, this language and editor provides low-cost abstraction and safety checks, focusing on matrix operations with syntax parity to scientific papers. It offers math rendering, real-time dimension checks, and intuitive user experience.

    Cost / License

    • Free
    • Open Source (MIT)

    Application type

    Platforms

    • Windows
    • Linux
    Good alternative?
     
  4. Miniconda icon
     2 likes

    Miniconda is a free minimal installer for conda. It is a small bootstrap version of Anaconda that includes only conda, Python, the packages they both depend on, and a small number of other useful packages (like pip, zlib, and a few others).

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Python
    Good alternative?
     
  5. MathStudio icon
     8 likes

    MathStudio, formerly SpaceTime, is the most comprehensive math app available for mobile devices. Whether you need a simple calculator to do your finances or a replacement for your TI graphing calculator, MathStudio is the most powerful and versatile calculator available on the...

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Mac
    • Online
    • iPad
    • iPhone
    Good alternative?
     
  6. Mirai Math icon
     9 likes

    Graphical frontend for GNU Octave. Edit formulas in native mathematical notation. Available / tested for Linux x586 / x86_64, WinXP, Vista, and MacOS.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    Good alternative?
     
  7. AMPL icon
     1 like

    MP library is a set of solver drivers and tools recommended to create new AMPL solver drivers. It provides type-safe and flexible interfaces suitable for linear and mixed-integer, non-linear, and Constraint Programming solvers.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Windows
    • Linux
    • Mac
    Good alternative?
     
  8. iD3 icon
     1 like

    iD3 is an open-source, cross-platform desktop IDE for D3.js development. It's designed to simplify data visualization with D3 and sports a Python based data management system and custom generated attribute controls.

    Cost / License

    • Free
    • Open Source (MIT)

    Alerts

    • Discontinued

    Platforms

    • Self-Hosted
    Good alternative?
     
  9. SimulationX icon
     5 likes

    SimulationX is an interdisciplinary, multi-domain simulation software for the design, analysis and optimization of complex systems on a single platform. More than 500 ready-to-use model elements and over 300 examples of models from 11 application areas simplify and accelerate...

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Windows
    Good alternative?
     
  10. FormulaDesk Math is an Excel add-in that brings real symbolic math to Excel. View formulas as equations, plot formulas…instantly. All the tools that engineers and students need every day, now inside Excel.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Windows
    • Microsoft Office Excel
    Good alternative?
     
  11. Reinteract icon
     4 likes

    Reinteract is a system for interactive experimentation with Python. Reinteract worksheets contain Python code combined with the results of that code, formatted as text or graphical plots. Youu can go back and edit previously entered statements, and the results will update.

    Cost / License

    • Free
    • Open Source

    Alerts

    • Discontinued

    Platforms

    • Mac
    • Windows
    • Linux
    Good alternative?
     
  12. The HP Prime is a great scientific and graphic calculator for high school and university. The App allows to develop not only for the real calculator but also for computers and mobile devices.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Mac
    • Windows
    • Android
    • iPhone
    • Android Tablet
    • iPad
    Good alternative?
     
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