1.fivetran / great_expectations
Always know what to expect from your data.
+516 stars
from 11,396 · score 6.25
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2.cleanlab / cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
+327 stars
from 11,397 · score 5.79
3.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+282 stars
from 13,463 · score 5.65
4.fbdesignpro / sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
+54 stars
from 3,077 · score 4.01
5.polyaxon / traceml
Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
+4 stars
from 529 · score 1.61