Pandera

Pandera

Protect your data and ML products from low-quality data

28 followers

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.
Pandera gallery image
Pandera gallery image
Pandera gallery image
Pandera gallery image
Free
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What do you think? …

Niels Bantilan
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...
Samhita Alla
Pandera is an excellent data validation tool; love it!
sumanth reddy
Excited for this launch and Congratulations @niels_bantilan