Visions

And these visions of data types, they kept us up past the dawn.

Visions provides an extensible suite of tools to support common data analysis operations including

  • type inference on unknown data
  • casting data types
  • automated data summarization
https://github.com/dylan-profiler/visions/raw/develop/docsrc/source/_static/side-by-side.png

Documentation

Full documentation can be found here.

Installation

You can install visions via pip:

pip install visions

Alternatives and more details can be found in the documentation.

Supported frameworks

These frameworks are supported out-of-the-box in addition to native Python types:

https://github.com/dylan-profiler/visions/raw/develop/docsrc/source/_static/frameworks.png
  • Numpy
  • Pandas
  • Spark
GitHub - dylan-profiler/visions: Type System for Data Analysis in Python
Type System for Data Analysis in Python. Contribute to dylan-profiler/visions development by creating an account on GitHub.
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