Andy PattersoninTowards Data ScienceComparing Tile-coding ImplementationsThis post discusses a direct approach to implementing a tile-coding representation, comparing both the computational and learning…Dec 11, 20201Dec 11, 20201
Andy PattersoninTowards Data ScienceConsistent Value Function DefinitionsMathematically defining value function and policies, as well as some of the emergent properties of these definitions.Oct 12, 2020Oct 12, 2020
Andy PattersoninTowards Data ScienceA different take on Bayes RuleA little more intuition about the terms “posterior”, “prior”, and “likelihood” from a Machine Learning and incremental learning…Aug 12, 20193Aug 12, 20193
Andy PattersoninTowards Data ScienceFoundations of ML: Parameterized FunctionsA soft introduction to parameterized functions, a foundational topic in both machine learning and statistics, explained through small…Jul 27, 2019Jul 27, 2019
Andy PattersoninBetter ProgrammingAn Introduction to Nominal TypeScriptWhat are nominal types and why should I use them?Jul 26, 2019Jul 26, 2019