Jupyter Notebook vs. MATLAB vs. RubyMine Comparison


Jupyter Notebook Project Jupyter	MATLAB The MathWorks	RubyMine JetBrains	+
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About The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.	About MATLAB® combines a desktop environment tuned for iterative analysis and design processes with a programming language that expresses matrix and array mathematics directly. It includes the Live Editor for creating scripts that combine code, output, and formatted text in an executable notebook. MATLAB toolboxes are professionally developed, rigorously tested, and fully documented. MATLAB apps let you see how different algorithms work with your data. Iterate until you’ve got the results you want, then automatically generate a MATLAB program to reproduce or automate your work. Scale your analyses to run on clusters, GPUs, and clouds with only minor code changes. There’s no need to rewrite your code or learn big data programming and out-of-memory techniques. Automatically convert MATLAB algorithms to C/C++, HDL, and CUDA code to run on your embedded processor or FPGA/ASIC. MATLAB works with Simulink to support Model-Based Design.	About Take advantage of the language specific-aware syntax & error highlighting, code formatting, code completion, and quick documentation. Use smart search to jump to any class, file or symbol, or even any IDE action or tool window. It only takes one click to switch to the declaration, super method, test, usages, implementation, and more. Enjoy super fast navigation in your Rails project with an MVC-based project view and model, class, and gem dependencies diagrams. Follow community best practices with code inspections verifying your code for many types of possible errors and providing on-the-fly improvements with quick-fix options. Automated yet safe refactorings help clean up your code and keep it more maintainable. Rails-aware refactorings help you perform project-wide changes: for example renaming a controller will also rename the helper, views, and tests.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Anyone who wants to create and share documents that contain live code, equations, visualizations and narrative text	Audience Modeling, simulation, and programming software that can be hosted in the cloud or on-premise	Audience Developers looking for a Ruby and Rails, JavaScript and CoffeeScript IDE solution
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial	Pricing $199 per user per year Free Version Free Trial
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 4.0 / 5 support 4.5 / 5 Read all reviews	Reviews/Ratings Overall 4.7 / 5 ease 4.5 / 5 features 4.9 / 5 design 4.8 / 5 support 4.8 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Project Jupyter Founded: 2014 jupyter.org	Company Information The MathWorks Founded: 1984 United States www.mathworks.com	Company Information JetBrains Founded: 2000 Czech Republic www.jetbrains.com/ruby/
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JupyterLab Jupyter	LiveLink for MATLAB Comsol Group	AppCode JetBrains
JetBrains DataSpell JetBrains View All	YAKINDU Model Viewer itemis AG View All	JetBrains Fleet JetBrains View All
Categories Application Development Data Science	Categories Backtesting CAD Computer-Aided Engineering (CAE) Data Science Data Visualization Embedded Software Development Engineering Financial Risk Management Fraud Detection Mechanical Engineering Predictive Analytics Programming Languages Simulation Statistical Analysis	Categories AI IDEs IDE
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Integrations Apache NetBeans Claude Opus 4 Claude Opus 4.7 Claude Opus 4.8 Codebeamer Coiled E2E Cloud EOfactory Gemini Code Assist GitHub Kotlin Lingma Mayhem Code Security Overleaf PostgresML Robocorp RunCode RunMat Tokern Show More Integrations View All 137 Integrations	Integrations Apache NetBeans Claude Opus 4 Claude Opus 4.7 Claude Opus 4.8 Codebeamer Coiled E2E Cloud EOfactory Gemini Code Assist GitHub Kotlin Lingma Mayhem Code Security Overleaf PostgresML Robocorp RunCode RunMat Tokern Show More Integrations View All 81 Integrations	Integrations Apache NetBeans Claude Opus 4 Claude Opus 4.7 Claude Opus 4.8 Codebeamer Coiled E2E Cloud EOfactory Gemini Code Assist GitHub Kotlin Lingma Mayhem Code Security Overleaf PostgresML Robocorp RunCode RunMat Tokern Show More Integrations View All 54 Integrations
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