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Machine Learning

How machines learn from examples, make guesses, and sometimes get it hilariously wrong.

Supervised learningClassificationProbabilityGeneralizationModels

Island expansion in progress

OpenComing soon

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OpenDecision TreeCan a string of yes/no questions make a smart guess?

Villages

Open🌳Decision TreeCan a string of yes/no questions make a smart guess?

Coming later🏷️Supervised LearningHow do you teach with examples and answers?

Coming later📏Parametric vs Non-parametricShould a model have a fixed shape, or grow with the data?

Coming later🎲Naive BayesWhat if every clue counted on its own?

Coming later📐Learning TheoryHow do we know a model will work on data it has never seen?