Pandera
Protect your data and ML products from low-quality data
What it does
Pandera is the open source framework for data testing, built for data scientists and ML engineers. It provides a simple, zero-configuration Python library to help you write complex schemas with ease and validate critical points of your pipeline in production.
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all alternatives →- PAPandera – An open source data testing framework for data science and ML2022 · pandera.readthedocs.io · ▲9
Hi HN, I'm excited to share Pandera, an open source framework for data testing, built for data scientists and ML engineers: https://www.union.ai/pandera I’ve been working with data and building models for a decade, and one of the biggest pain points for me is working with low-quality data. I got burned by incorrect data types and unexpected values so many times that I built a Pandera to help you safeguard your pipelines from silent data bugs. You can create schemas for your dataframe-like objects, which can be validated at run-time, in your unit tests via property-based…
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