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mars-project/mars

0
View on GitHub↗
2,742 stars·324 forks·Python·Apache-2.0·10 viewsmars-project.readthedocs.io↗

Mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

Features

  • Data Analysis Tools - Distributed tensor-based framework for large-scale data computation.

Star history

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Open-source alternatives to Mars

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Frequently asked questions

What does mars-project/mars do?

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

What are the main features of mars-project/mars?

The main features of mars-project/mars are: Data Analysis Tools.

What are some open-source alternatives to mars-project/mars?

Open-source alternatives to mars-project/mars include: apache/incubator-superset — This project is a business intelligence suite and SQL data visualization platform used for data analysis, reporting,… blaze/blaze — NumPy and Pandas interface to Big Data. capitalone/datacompy — Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more! nathanepstein/dora — Tools for exploratory data analysis in Python. ppshobi/tech-detector. sparklingpandas/sparklingpandas — Sparkling Pandas.