Data-Centric-AI-Community/fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Visual analysis and diagnostic tools to facilitate machine learning model selection.
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1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Visualize and compare datasets, target values and associations, with one line of code.
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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.
Big Data essentials: Hadoop, MapReduce, Spark. Explore tutorials and demos in Jupyter notebooks—most are self-contained and live, ready to run with a click.
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