Cross-platform IDE for Python and Django with refactoring capabilities, code completion, VCS integration, deployment, issue tracking, remote debugging, and Community Edition, though lacking database support and web technologies.


Spyder is described as 'Combines advanced development tools with scientific package capabilities for enhanced data analysis and visualization familiar to scientists' and is a popular IDE in the development category. There are more than 25 alternatives to Spyder for a variety of platforms, including Windows, Linux, Mac, Web-based and BSD apps. The best Spyder alternative is PyCharm, which is both free and Open Source. Other great apps like Spyder are Jupyter, Mathematica, GNU Octave and SageMath.
Cross-platform IDE for Python and Django with refactoring capabilities, code completion, VCS integration, deployment, issue tracking, remote debugging, and Community Edition, though lacking database support and web technologies.


The Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations and explanatory text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, machine learning and much...

Definitive technical computing system spanning machine learning and neural networks, data science, visualizations and much more.


Octave is a computer program for performing numerical computations which is mostly compatible with MATLAB . It is part of the GNU Project. It is free software under the terms of the GNU General Public License.

SageMath is a free open-source mathematics software system licensed under the GPL. It builds on top of many existing open-source packages: NumPy, SciPy, matplotlib, Sympy, Maxima, GAP, FLINT, R and many more.






scipy is a scientific library to perform calculations. spyder and IDE.
RStudio™ is an integrated development environment (IDE) for R. RStudio combines an intuitive user interface with powerful coding tools to help you get the most out of R.




RStudio is not a Python IDE. RStudio shouldn't be seen as an alternative to Spyder. R should be seen as an alternative to Python.
RStudio allows you to code in both R and Python while also offering the same development tools as Spyder. Has a similar interface where you can view figures, variables, files, documentation, and so on, as MATLAB does.

IPython offers a robust architecture for interactive computing, including dynamic shells, a kernel for Jupyter, interactive visualization, GUI toolkit support, and seamless project embeddings. Targeting high efficiency in parallel computing, it supports Python interactions tailored for Jupyter environments.



A powerful IDE for data science, Zasper excels with massive concurrency support, enabling numerous simultaneous connections, minimal memory usage, and speedy performance. Suited for REPL-style data apps like Jupyter notebooks, fully supported on Mac with limited Linux support.




Scilab is free and open source software for numerical computation providing a powerful computing environment for engineering and scientific applications. Scilab includes hundreds of mathematical functions.




I used it for a long time but I had to give up scilab. Too difficult to compete with the python numerous libraries and huge ressources online. Very slow for loops (you can't always vectorize everything). Time passes...

Wolfram Language is a symbolic language, deliberately designed with the breadth and unity needed to develop powerful programs quickly. By integrating high-level forms—like Image, GeoPolygon or Molecule—along with advanced superfunctions—such as ImageIdentify or...
NumPy is the fundamental package for scientific computing in Python. It is a 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...



This application is paid. And I'm from a country where you can't buy an offer. I don't know about this