Abstract: A system and method for machine learning architecture for prospective resource allocations are described. The method may include: receiving data records representing historical resource allocations from a user account associated with a first identifier to a resource account associated with a second identifier; deriving input features based on the data records; computing, using a trained neural network architecture, a predicted resource allocation amount and a predicted resource allocation date for the predicted resource allocation amount based on the derived input features; determining, using the trained neural network architecture, a first selection score associated with the predicted resource allocation amount and a second selection score associated with the predicted resource allocation date; and when the first or second selection score is above a minimum threshold, causing to display, at a display device, the associated resource allocation amount or date corresponding to the second identifier.

Abstract: The present invention includes a method of activating irisin by administering to an individual in need of such treatment a composition comprising irisin-activating ingredients, thus increasing the conversion of white fat to BAT, and consequently, increasing metabolic rate and promoting weight loss. In an embodiment, the composition includes a Gynostemma pentaphyllum extract, a Polygonum cuspidatum root extract, capsaicinoids, and grains of paradise or constituents thereof. The composition may optionally comprise additional ingredients to activate the increased BAT, thus further increasing metabolic rate and furthering weight loss.

Abstract: The present invention includes a method of activating irisin by administering to an individual in need of such treatment a composition comprising irisin-activating ingredients, thus increasing the conversion of white fat to BAT, and consequently, increasing metabolic rate and promoting weight loss. In an embodiment, the composition includes a Gynostemma pentaphyllum extract, a Polygonum cuspidatum root extract, capsaicinoids, and grains of paradise or constituents thereof. The composition may optionally comprise additional ingredients to activate the increased BAT, thus further increasing metabolic rate and furthering weight loss.