Haihan LaninTowards Data ScienceAction Rules Discovery using Machine LearningExtracting actionable rules and uplift estimates from data·7 min read·Sep 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…·9 min read·Jan 25, 2020----
Haihan LaninTowards Data ScienceA Crash course on proving the Halting ProblemExplained in an informally rigorous way11 min read·Jan 19, 2019----
Haihan LaninTowards Data ScienceCustom TensorFlow Loss Functions for Advanced Machine LearningIn this article, we’ll look at:·6 min read·Jan 2, 2019--3--3
Haihan LanBlack Swans and Hockey Riots: Extreme Value Analysis and Generalized Extreme Value DistributionsIn this article, we’ll look at:·10 min read·Aug 17, 2018--1--1
Haihan LaninTowards Data ScienceAnalyzing Climate Patterns with Self-Organizing Maps (SOMs)Highlights:·10 min read·Feb 4, 2018--4--4
Haihan LaninTowards Data ScienceThe Softmax Function, Neural Net Outputs as Probabilities, and Ensemble ClassifiersHighlights:·7 min read·Nov 13, 2017--4--4
Haihan LaninTowards Data ScienceDecision Trees and Random Forests for Classification and Regression pt.2Highlights:·6 min read·Nov 6, 2017--2--2
Haihan LaninTowards Data ScienceDecision Trees and Random Forests for Classification and Regression pt.1Highlights:·6 min read·Aug 14, 2017--3--3