PinnedAlexandra AmidoninGeek CultureReplace Outlier Detection by Simple Statistics with ECODA NEW python-based, simple, parameter-free, and interpretable unsupervised anomaly detection methodJan 27, 20222Jan 27, 20222
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Alexandra AmidoninTowards AIAn In-depth Guide to Local Outlier Factor (LOF) for Outlier Detection in PythonTheoretical intuition, mathematical definition, and practical code examplesDec 4, 20211Dec 4, 20211
Alexandra AmidoninTowards Data ScienceRiver: the Best Python Library for Online Machine LearningThe “sklearn” for machine learning on streaming dataJul 26, 20215Jul 26, 20215
Alexandra AmidoninTowards Data ScienceDon’t Use K-fold Validation for Time Series ForecastingHow to perform temporal cross validation with sktime in pythonJul 21, 20212Jul 21, 20212
Alexandra AmidoninFeediumMy “Secret” to Medium SuccessAnyone can do it, in theoryJul 15, 20214Jul 15, 20214
Alexandra AmidoninGeek CultureYou are Invited! Join the sktime Dev DaysContribute to a growing python package for time series machine learningJun 16, 2021Jun 16, 2021
Alexandra AmidonHow to Write a Popular Data Science BlogAdvice from a Top Writer in Artificial IntelligenceJun 8, 20217Jun 8, 20217
Alexandra AmidoninTowards AIWhy Outlier Detection is HardConsiderations for Anomaly Detection Machine Learning TasksMay 14, 20211May 14, 20211
