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GlobalFoodAllocationModel
GlobalFoodAllocationModel PublicTwo stage Stochastic allocation model for food supply chain networks using Pyomo
Jupyter Notebook
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DeepFoodNetworks
DeepFoodNetworks PublicUsing graph embeddings (Graph2Vec) and clustering algorithms to systematically group food supply chains by structural and risk level simillarity
Jupyter Notebook
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FoodSentimentAnalysis
FoodSentimentAnalysis PublicFinetune BERT to our annotated dataset coffee tweets data to do sentiment classification and explore the correlations of these sentiments with coffee prices
Jupyter Notebook
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CategorizingSupplyChainDisruptions
CategorizingSupplyChainDisruptions PublicUsing clustering algorithms for categorizing and grouping disruptions to manufacturing supply chains
Jupyter Notebook
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FreetownSpatialAnalysis
FreetownSpatialAnalysis PublicFreetown - characterizing a city in a data sparse environment by using percolation and clustering methods to to assess the population spread within Freetown and estimating movement dynamics using a…
MATLAB
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