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Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algor...

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Improve the existing MFD example by showcasing L2 distance and cosine distance on n-grams Provide a brief explanation for MFD that is missing from the mfd example Add description of...

Add numerical dependencies verification algorithm

The HyFD algorithm was originally single-threaded, which goes against its intended implementation. If ThreadNumber option is specified in the algorithm configuration step, the algorithm will utilize the specified number of...

Implement approximate FD (Functional Dependencies) discovery algorithm based on the article "EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies" by Qiongqiong Lin, Yunfan Gu, Jingyan Sai. Add unit tests for...

Add python bindings and examples for ND verification algorithm