Abstract: In the last decade, class imbalance has attracted a huge amount of attention from researchers and practitioners. Class imbalance is ubiquitous in Machine Learning, Data Mining and Pattern ...

This library exists to help developers model and query data when testing and developing their applications. It acts as a convenient way of creating schema-based fixtures and querying them with a ...

Abstract: In this introductory tutorial we discuss the problem of pricing financial derivatives, the key application of Monte Carlo in finance. We review the mathematics that uses no-arbitrage ...

This package provides a trait that, when applied to a class, makes it possible to add methods to that class at runtime. We invest a lot of resources into creating best in class open source packages.