Demand prediction using bi-directional LSTM network

Version 1.0.0 (1.19 MB) by Majid Farzaneh
Demand prediction using bi-directional Long Short-Term Memory (biLSTM)
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Updated 11 Feb 2020

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Demand prediction using bi-directional Long Short-Term Memory (biLSTM)
This a regression problem. In this problem, we want to predict future demand based on 3 factors in past records.
You can change the number of picks (number of records in the past). Also, you can change the number of inputs. e.g. you can include past demands too, or remove some of the inputs.

Cite As

Majid Farzaneh (2024). Demand prediction using bi-directional LSTM network (https://www.mathworks.com/matlabcentral/fileexchange/74228-demand-prediction-using-bi-directional-lstm-network), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2019b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Version Published Release Notes
1.0.0