public void Train(IUserItemRelation data) { _correlationLookup = ConvertToVectors(data) .CrossPairwise((vector1, vector2) => _algorithm.ComputeCorrelation(vector1, vector2)) .ToCorrelationLookup(); _bundledItems = data.Primary.Select(u => CreateBundledItem(u, data.Association)) .ToDictionary(b => b.Item.Name); IsTrained = true; }
internal static CorrelationLookup ToCorrelationLookup(this IEnumerable <Correlation> correlations) { return(CorrelationLookup.Construct(correlations)); }