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.

Hi everyone, I’m the Chief ML Engineer at Union.ai, and I’m super excited to share the launch of Pandera on Product Hunt 🎉 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 🐞. Pandera provides a simple, zero-configuration interface for defining schemas for your dataframe-like objects to help you validate not only data, but your data transformation functions ✅. Give it a try here! https://pandera.readthedocs.io/e...

Pandera is an excellent data validation tool; love it!

Excited for this launch and Congratulations @niels_bantilan

Pandera

Protect your data and ML products from low-quality data

Protect your data and ML products from low-quality data

Pandera

Protect your data and ML products from low-quality data

Protect your data and ML products from low-quality data

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