Essays about: "Sara Fredrikson"

Found 2 essays containing the words Sara Fredrikson.

1. 1. Evaluation and Implementation of Code Search using Transformers to Enhance Developer Productivity

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Sara Fredrikson; Clara Månsson; [2023]
   Keywords : Transformers; Code Search; Developer Productivity; Natural Language Processing; Code Discoverability; Transformers; Kodsökning; Utvecklares Produktivitet; Språkteknologi; Kodupptäckbarhet;

   Abstract : With the rapid advancements in the field of Natural Language Processing and Artificial Intelligence, several aspects of its use cases and impact on productivity are largely unexplored. Many of the recent machine learning models are based on an architecture called Transformers that allows for faster computation and for more context to be preserved. READ MORE

3. 2. An Investigation of How Well Random Forest Regression Can Predict Demand : Is Random Forest Regression better at predicting the sell-through of close to date products at different discount levels than a basic linear model?

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Estrid Jonsson; Sara Fredrikson; [2021]
   Keywords : Random Forest Regression; Linear Regression; Food Waste; Demand Prediction;

   Abstract : Allt eftersom klimatkrisen fortskrider ökar engagemanget kring hållbarhet inom företag. Växthusgaser är ett av de största problemen och matsvinn har därför fått mycket uppmärksamhet sedan det utnämndes till den tredje största bidragaren till de globala utsläppen. READ MORE