This is the Windows app named Union Pandera whose latest release can be downloaded as Releasev0.17.2_ImprovePydanticModelperformance.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
Union Pandera
DESCRIPTION:
The open-source framework for precision data testing for data scientists and ML engineers. Pandera provides a simple, flexible, and extensible data-testing framework for validating not only your data but also the functions that produce them. A simple, zero-configuration data testing framework for data scientists and ML engineers seeking correctness. Access a comprehensive suite of built-in tests, or easily create your own validation rules for your specific use cases. Validate the functions that produce your data by automatically generating test cases for them. Integrate seamlessly with the Python ecosystem. Overcome the initial hurdle of defining a schema by inferring one from clean data, then refine it over time. Identify the critical points in your data pipeline, and validate data going in and out of them. Build confidence in the quality of your data by defining schemas for complex data objects.
Features
- Write complex schemas with speed and ease
- Validate critical points of your pipeline
- Quickly bootstrap schemas with trusted data
- Easily create custom validation checks
- Synthesize fake data to validate pipelines
- Integrate seamlessly with the Python ecosystem
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/union-pandera.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.