Abstract: Aspects of the present disclosure relate to a demand forecasting system. The demand forecasting system may include components for developing forecasting models, generating demand forecasts, and handling outputs of demand forecasting models. In some embodiments, the demand forecasting system may include a model training system and one or more components that can be used by the model training system to improve model performance.

Abstract: A wrist wearable device repositioning assembly for relocating a front face of a wrist wearable device on a wrist includes a recess that is positioned in a bottom of a block to define a pair of arms. The recess is configured to insert a wrist of a user. The arms position a top of the block on a side of the wrist. The block is pliable so that the block is configured to conform to contours of the wrist that is positioned in the recess. A coupler is coupled to the top of the block and is configured to couple the block to a back face of a wrist wearable device. Coupling of a band of the wrist wearable device to the wrist fixedly positions the block and a front face of the wrist wearable device on the side of the wrist.

Abstract: A wrist wearable device repositioning assembly for relocating a front face of a wrist wearable device on a wrist includes a recess that is positioned in a bottom of a block to define a pair of arms. The recess is configured to insert a wrist of a user. The arms position a top of the block on a side of the wrist. The block is pliable so that the block is configured to conform to contours of the wrist that is positioned in the recess. A coupler is coupled to the top of the block and is configured to couple the block to a back face of a wrist wearable device. Coupling of a band of the wrist wearable device to the wrist fixedly positions the block and a front face of the wrist wearable device on the side of the wrist.