Haihan LaninTowards Data ScienceAction Rules Discovery using Machine LearningExtracting actionable rules and uplift estimates from dataSep 13, 2020Sep 13, 2020
Haihan LaninTowards Data ScienceDeep Kernels and Gaussian Processes for Few-Shot LearningIn this article we’re going to break down the key concepts in the paper Deep Kernel Transfer in Gaussian Processes for Few-shot Learning…Jan 25, 2020Jan 25, 2020
Haihan LaninTowards Data ScienceA Crash course on proving the Halting ProblemExplained in an informally rigorous wayJan 19, 2019Jan 19, 2019
Haihan LaninTowards Data ScienceCustom TensorFlow Loss Functions for Advanced Machine LearningIn this article, we’ll look at:Jan 2, 20193Jan 2, 20193
Haihan LanBlack Swans and Hockey Riots: Extreme Value Analysis and Generalized Extreme Value DistributionsIn this article, we’ll look at:Aug 17, 20181Aug 17, 20181
Haihan LaninTowards Data ScienceAnalyzing Climate Patterns with Self-Organizing Maps (SOMs)Highlights:Feb 4, 20184Feb 4, 20184
Haihan LaninTowards Data ScienceThe Softmax Function, Neural Net Outputs as Probabilities, and Ensemble ClassifiersHighlights:Nov 13, 20174Nov 13, 20174
Haihan LaninTowards Data ScienceDecision Trees and Random Forests for Classification and Regression pt.2Highlights:Nov 6, 20172Nov 6, 20172
Haihan LaninTowards Data ScienceDecision Trees and Random Forests for Classification and Regression pt.1Highlights:Aug 14, 20173Aug 14, 20173