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psptools Reference Guide

The Tandy Center for Ocean Forecasting presents an R package for predicting shellfish toxicity by grouping together consecutive samples at unique monitoring stations.

• Explore the Input Data Take a look at the data set used as an example in this walk through

• Build Training Samples Unpack the algorithm that builds a set of training samples

• Prepare Model Input Prepare the model input the way that Tensorflow expects

• Prediction Fit a model and test it on a subset withheld from the training set

• Manage Model Configurations Track of all the parameters of our input data and model architecture

• Explore Class Imbalance How imbalanced is our training set and are there ways to deal with it?

• References Helpful links to project related materials