Livebook vs SageMath

Struggling to choose between Livebook and SageMath? Both products offer unique advantages, making it a tough decision.

Livebook is a Ai Tools & Services solution with tags like jupyter, notebook, python, data-science, machine-learning.

It boasts features such as Interactive Jupyter notebooks, Ability to connect to databases and APIs, Real-time collaboration, Version control integration, Shareable and exportable notebooks, Supports Julia, Python, JavaScript, HTML, SQL, Vega, Vega-Lite and pros including Interactive and dynamic notebooks, Great for collaboration, Integrates well with Git and GitHub, Completely free and open-source.

On the other hand, SageMath is a Education & Reference product tagged with algebra, analysis, calculus, combinatorics, geometry, number-theory, research, teaching.

Its standout features include Open-source mathematical software system, Supports various mathematical domains like algebra, calculus, combinatorics, numerical computation, Includes libraries like NumPy, SciPy, SymPy, Matplotlib, Interactive notebook interface (Sage Notebook) for calculations, plotting, documentation, Supports code in Python, Cython, C/C++, Fortran and more, Can be used as a server to collaborate with others, and it shines with pros like Free and open source, Very extensive math functionality, Integrates many existing math libraries, Can be extended by writing new modules, Notebook interface good for learning and documentation.

To help you make an informed decision, we've compiled a comprehensive comparison of these two products, delving into their features, pros, cons, pricing, and more. Get ready to explore the nuances that set them apart and determine which one is the perfect fit for your requirements.

Livebook

Livebook

Livebook is an open-source, web-based environment for data science and exploratory programming. It allows you to create interactive Jupyter notebooks that connect to databases, external APIs, and other data sources.

Categories:
jupyter notebook python data-science machine-learning

Livebook Features

  1. Interactive Jupyter notebooks
  2. Ability to connect to databases and APIs
  3. Real-time collaboration
  4. Version control integration
  5. Shareable and exportable notebooks
  6. Supports Julia, Python, JavaScript, HTML, SQL, Vega, Vega-Lite

Pricing

  • Open Source

Pros

Interactive and dynamic notebooks

Great for collaboration

Integrates well with Git and GitHub

Completely free and open-source

Cons

Less libraries and extensions than Jupyter

Still relatively new project

Hosted version in beta


SageMath

SageMath

SageMath is an open-source mathematics software system licensed under the GPL. It builds on top of many existing open-source packages including NumPy, SciPy, matplotlib, Sympy, and more. It provides an interactive environment and library to support research and teaching across algebra, analysis, calculus, combinatorics, geometry, number theory, and more.

Categories:
algebra analysis calculus combinatorics geometry number-theory research teaching

SageMath Features

  1. Open-source mathematical software system
  2. Supports various mathematical domains like algebra, calculus, combinatorics, numerical computation
  3. Includes libraries like NumPy, SciPy, SymPy, Matplotlib
  4. Interactive notebook interface (Sage Notebook) for calculations, plotting, documentation
  5. Supports code in Python, Cython, C/C++, Fortran and more
  6. Can be used as a server to collaborate with others

Pricing

  • Open Source

Pros

Free and open source

Very extensive math functionality

Integrates many existing math libraries

Can be extended by writing new modules

Notebook interface good for learning and documentation

Cons

Less user friendly than some commercial alternatives

Not as fast as optimized commercial math software

Requires more programming knowledge than some alternatives

Documentation can be technical

Not as polished UI as some alternatives