PinnedAlexandra AmidoninGeek CultureReplace Outlier Detection by Simple Statistics with ECODA NEW python-based, simple, parameter-free, and interpretable unsupervised anomaly detection method·8 min read·Jan 27, 2022--2--2
PinnedAlexandra AmidoninTowards Data ScienceMiniRocket: Fast(er) and Accurate Time Series ClassificationThe FASTEST state-of-the-art algorithm for series classification with Python·7 min read·Feb 23, 2021--2--2
Alexandra AmidonWhy Writing a Technical Blog will Advance Your CareerAnd how to select topics to write about·3 min read·Dec 27, 2021--4--4
Alexandra AmidoninTowards AIAn In-depth Guide to Local Outlier Factor (LOF) for Outlier Detection in PythonTheoretical intuition, mathematical definition, and practical code examples·7 min read·Dec 4, 2021--1--1
Alexandra AmidoninTowards Data ScienceRiver: the Best Python Library for Online Machine LearningThe “sklearn” for machine learning on streaming data·6 min read·Jul 26, 2021--5--5
Alexandra AmidoninTowards Data ScienceDon’t Use K-fold Validation for Time Series ForecastingHow to perform temporal cross validation with sktime in python·5 min read·Jul 21, 2021--2--2
Alexandra AmidoninFeediumMy “Secret” to Medium SuccessAnyone can do it, in theory·4 min read·Jul 15, 2021--4--4
Alexandra AmidoninGeek CultureYou are Invited! Join the sktime Dev DaysContribute to a growing python package for time series machine learning·3 min read·Jun 16, 2021----
Alexandra AmidonHow to Write a Popular Data Science BlogAdvice from a Top Writer in Artificial Intelligence·5 min read·Jun 8, 2021--7--7
Alexandra AmidoninTowards AIWhy Outlier Detection is HardConsiderations for Anomaly Detection Machine Learning Tasks·4 min read·May 14, 2021--1--1