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  1. Stackups
  2. AI
  3. Development & Training Tools
  4. Data Science Notebooks
  5. Polynote vs SageMath

Polynote vs SageMath

OverviewComparisonAlternatives

Overview

SageMath
SageMath
Stacks11
Followers30
Votes0
Polynote
Polynote
Stacks4
Followers9
Votes0
GitHub Stars4.6K
Forks393

Polynote vs SageMath: What are the differences?

Polynote: The polyglot notebook with first-class Scala support. It is a different kind of notebook. It supports mixing multiple languages in one notebook, and sharing data between them seamlessly. It encourages reproducible notebooks with its immutable data model; SageMath: A free open-source mathematical software system. It 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.

Polynote and SageMath can be primarily classified as "Data Science Notebooks" tools.

Some of the features offered by Polynote are:

  • Code editing
  • Text editing
  • Multi-language support

On the other hand, SageMath provides the following key features:

  • A browser-based notebook for review and re-use of previous inputs and outputs, including graphics and text annotations
  • A text-based command-line interface using IPython
  • Support for parallel processing using multi-core processors, multiple processors, or distributed computing

Polynote is an open source tool with 3.94K GitHub stars and 321 GitHub forks. Here's a link to Polynote's open source repository on GitHub.

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Detailed Comparison

SageMath
SageMath
Polynote
Polynote

It 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.

It is a different kind of notebook. It supports mixing multiple languages in one notebook, and sharing data between them seamlessly. It encourages reproducible notebooks with its immutable data model.

A browser-based notebook for review and re-use of previous inputs and outputs, including graphics and text annotations; A text-based command-line interface using IPython; Support for parallel processing using multi-core processors, multiple processors, or distributed computing
Code editing; Text editing; Multi-language support; Runtime insight
Statistics
GitHub Stars
-
GitHub Stars
4.6K
GitHub Forks
-
GitHub Forks
393
Stacks
11
Stacks
4
Followers
30
Followers
9
Votes
0
Votes
0
Integrations
Python
Python
Plotly.js
Plotly.js
Polyaxon
Polyaxon
Python
Python
Scala
Scala

What are some alternatives to SageMath, Polynote?

Jupyter

Jupyter

The Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, interactive dashboards and other media.

Apache Zeppelin

Apache Zeppelin

A web-based notebook that enables interactive data analytics. You can make beautiful data-driven, interactive and collaborative documents with SQL, Scala and more.

Deepnote

Deepnote

Deepnote is building the best data science notebook for teams. In the notebook, users can connect their data, explore and analyze it with real-time collaboration and versioning, and easily share and present the polished assets to end users.

Google Colaboratory

Google Colaboratory

It is a hosted Jupyter Notebook service that requires no setup to use and provides free access to computing resources, including GPUs and TPUs. Colab is especially well suited to machine learning, data science, and education.

Franchise

Franchise

Chart with a single click. Compare queries side by side. Download your work and share it with anyone. If your data is in a CSV, JSON, or XLSX file, loading it is as simple as dropping the file into Franchise.

Vayu

Vayu

It is an end-to-end tool for data science, without writing any code. Import, prepare, analyze, visualize and share in just a few clicks. Build interactive reports, automate workflows and share templates.

Starboard

Starboard

It is fully in-browser literate notebooks like Jupyter Notebook. It's probably the quickest way to visualize some data with interactivity, do some prototyping, or build a rudimentary dashboard.

Marimo

Marimo

It is a reactive notebook for Python. It allows you to rapidly experiment with data and models, code with confidence in your notebook’s correctness, and productionize notebooks as pipelines or interactive web apps.

mljar Mercury

mljar Mercury

It is the easiest way to turn your Python Notebooks into interactive web applications and publish to the cloud. It is dual-licensed. The main features are available in the open-source version. It is perfect for quick demos, educational purposes, sharing notebooks with friends.

Mineo

Mineo

It is the platform to explore your data, develop and deploy your Python supercharged Notebooks and track the quality of your data using Machine learning.

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