Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
mars-project/mars 的主要功能包括：Data Analysis Tools。
mars-project/mars 的开源替代品包括： 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.
This project is a business intelligence suite and SQL data visualization platform used for data analysis, reporting, and monitoring. It provides a web application for exploring datasets and building interactive dashboards, complemented by a web-based SQL query editor for analyzing raw data from connected stores. The platform features a semantic data layer to define standardized metrics and dimensions, ensuring consistent data interpretation across reports. It includes a security framework with role-based access control to manage user permissions and authentication across shared dashboards. T
Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!
Tools for exploratory data analysis in Python
