1.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+37 stars
from 13,708 · score 3.64
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2.unionai-oss / pandera
A light-weight, flexible, and expressive statistical data testing library
+37 stars
from 4,470 · score 3.64
3.deepchecks / deepchecks
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.
+10 stars
from 4,059 · score 2.40
4.fbdesignpro / sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
+4 stars
from 3,127 · score 1.61
5.jmcarpenter2 / swifter
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
+1 stars
from 2,629 · score 0.69
6.jupyter-incubator / sparkmagic
Jupyter magics and kernels for working with remote Spark clusters
+1 stars
from 1,368 · score 0.69