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1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
A light-weight, flexible, and expressive statistical data testing library
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
Visualize and compare datasets, target values and associations, with one line of code.
Make awesome display tables using Python
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
Easy pipelines for pandas DataFrames.