[STARTER] softwares & python libraries for SCM
Forecasting : https://facebook.github.io/prophet/ >> Machine Learning = Orange, Knime (Open-source Data Analysis), R, Tableau (Data Visualization)
Inventory >> Deep Learning (DRL), Py - inventory something. |
VRP : https://developers.google.com/optimization/routing/vrp?hl=ko >> Optimization = Gurobi, Xpress-mp, CPLEX (commercial optimization package) | Deep Learning = Deep Reinforcement Learning = Python & Tensorflow
Network Design : https://developers.google.com/optimization/mip/mip_example?hl=ko >> Mixed Integer Programming = Optimization | Dedicated Softwares = anylogistix, arcGIS
Operational Decisions = Warehouse Operations >> Simulation = anylogic, simio | Nvidia Omniverse | Layout Design = Sketchup (JISU)
Operations Analysis + Productivity Improvement >> System Dynamics = VenSim (Seokhun)
Graph Visualization : https://matplotlib.org/
Geographical Visualization : https://python-visualization.github.io/folium/latest/
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Lab Libraries : https://github.com/profsong/ortools