Research Article

IntelliPortfolio: Intelligent Portfolio for Enhanced Index Tracking Using Clustering and LSTM

Algorithm 2

Weight estimation algorithm: WeightEstimation .
Require: : the dataset consisting of information of constituent stocks; : the length of a data sequence for training; : training iterations.
Ensure: : the LSTM model for weight estimation.
(1);
(2);
(3)fordo
(4);
(5);
(6);
(7)end for return;