SigPro: Enabling Subject Matter Expert Guidance in Feature Engineering
In this thesis, we detail developments to SigPro, a feature engineering library in Python guided by Subject Matter Experts (SMEs). SigPro includes a suite of data processing building blocks, or primitives, as well as an algorithm to combine primitives to form feature engineering pipelines. These pip...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2024
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| Online Access: | https://hdl.handle.net/1721.1/153867 |