Diagnosis-Based Supply Chain Forecasting
A comparison of statistical, machine-learning and deep-learning forecasters for pharmaceutical stock.
- Python
- Pandas
- TensorFlow
- statsmodels
Approach
Benchmarks:
- SES/Holt/Holt-Winters/SARIMA
- RF/SARIMAX
- LSTM/GRU/TCN/Transformer-encoder
Results
Reported in the paper.
Publication
Pharmaceutical Stock Forecasting in Healthcare Supply Chain Management: Comparative Analysis of Deep Learning Architectures
Int. J. of Research in Engineering · 2025
doi.org/10.33545/26648776.2025.v7.i1a.74 ↗