Includes code used to generate results in Machine Learning for Animal Movement.
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Derived variables: Gives code to generate derived variables from raw ant movement data
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Random Forest, NN, RNN, LSTM: These folders give code for ant data to generate 1 step ahead and 1000 steps ahead simulations for individual level and colony level movement models. Code for tuning each model is also given.
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SDE: Code for generating one step ahead and 1000 steps ahead ant simulation for the custom constructed Stochastic Differential Equation model.
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Generate Metrics: This folder gives code for generating metrics on the 1000 steps ahead ant simulation for each model. It also gives code for plotting results using ggplot2 in R.
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Gulls folder gives code for the analysis of the Gulls migratory data.