Feature to include dask-based commands and tuners - Githubissues

anhaidgroup / py_entitymatching

BSD 3-Clause "New" or "Revised" License

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Feature to include dask-based commands and tuners #111

Closed kvpradap closed 6 years ago

kvpradap commented 6 years ago

This pull request includes the following changes.

Dask-based implementations for the following commands.
- Dowsampling
- Blocking two tables for attribute equivalence, overlap, rule-based, and black-box blockers.
- Blocking a candidate set for attribute equivalence, overlap, rule-based, and black-box blockers.
- Extracting feature vectors
- Fit/Predict commands for decision tree, random forest, naive bayes, logistic regression, svm, and xgboost matchers.
Tuners for downsampling and blocking two tables using overlap blocker commands.
Included a section for experimental commands in API reference.