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AdditiveDecisionTree
AdditiveDecisionTree PublicA variation on a standard Decision Tree such as that in sklearn, where nodes may be based on an aggregation of multiple splits.
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DataConsistencyChecker
DataConsistencyChecker PublicA python tool to examine datasets for consistency. Performs approximately 150 tests. For EDA (Exploratory Data Analysis) and interpretable outlier detection
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PRISM-Rules
PRISM-Rules PublicA rules induction system for data mining and exploratory data analysis
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OutlierDetectionInPython
OutlierDetectionInPython PublicA collection of outlier detectors and code to generate synthetic test data
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RotationFeatures
RotationFeatures PublicRotationFeatures is a feature generation tool that constructs sets of pairs of new features based on rotations of existing pairs of features.
Python
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