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Small model to simulate biomass production on a global scale. Products are Gross Primary Production (GPP), Net Primary Production (NPP). It is based on a modified version of the Farquhar approach (Haxeltine and Prentice 1996, Farquhar et al. 1980). Where possible, it uses vectorization and parallelization and dynamically downloads latest av
Smart Process Analytics (SPA) is a software package for automatic machine learning. Given user-input data (and optional user preferences), SPA automatically cross-validates and tests ML and DL models. Model types are selected based on the properties of the data, minimizing the risk of data-specific variance.
Fantasy National Hockey League Player Performance Predictor. Given the player performance statistics from recent games, various statistical and machine learning models are used to predict player performance in future games for Fantasy Hockey League planning
This project simulates the behavior of a predator and multiple preys. We specifically modeled the predator to consume preys in regions where movement is slowed down (slow terrain), while ensuring the prey attempts to avoid the predator.