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Kristof Slechten
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A gentle introduction to monads

Monads? What the hell are monads you ask? The formal wikipedia definition says : “In functional programming, a monad is an abstraction that allows structuring programs generically. Supporting languages may use monads to abstract away boilerplate code needed by the program logic. Monads achieve this by providing their own data type…

Scala

12 min read

A gentle introduction to monads
A gentle introduction to monads

Apr 26, 2021

Anomaly / outlier detection using isolation forest in Scala

Introduction This article is describing the journey of implementing the unsupervised learning algorithm isolation forest for anomaly / outlier detection from scratch. Why? I could not find a Scala implementation library and implementing the complete algorithm from scratch gave me a good understanding of the algorithm including it’s good and bad…

Scala

14 min read

Anomaly / outlier detection using isolation forest in Scala
Anomaly / outlier detection using isolation forest in Scala
Kristof Slechten

Kristof Slechten

father, husband and data engineer / ml engineer@continuum consulting

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