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Deep Learning Approach for Inventory Stock Prediction Using LSTM Networks

Accurate inventory demand forecasting is essential for maintaining optimal stock levels, minimizing operational costs, and improving supply chain efficiency in modern retail and warehousing environments. However, conventional statistical and machine learning approaches often fail to effectively capture nonlinear demand...