Abstract: Providing custom machine learning models to client computer systems. Multiple machine learning models are accessed. Client-specific data for multiple client computer systems are also accessed. For each of at least some of the client computer systems, performing the following actions: First, using the corresponding client-specific data for the corresponding client computer system to determine which subset of the multiple machine learning models is applicable to the corresponding client computer system. The subset of the multiple machine learning models includes more than one of the multiple machine learning models. Then, aggregating the determined subset of the multiple machine learning models to generate an aggregated subset of machine learning models that is customized to the corresponding client computer system.

Abstract: A canine respirator comprising a hood comprising: a viewing window, an air entry port for receiving fresh air; and an intake air manifold for distributing the fresh air into one or more channels, an air supply unit comprising: a controller, at least one filter for drawing in and filtering air from an environment, an air tube for delivering fresh air to the hood; and a mounting assembly, wherein the air supply unit is attached to a portion of a canine away from a body of the canine via the mounting assembly.

Abstract: The present disclosure generally relates to retrieving and displaying contextually-relevant media content. In some embodiments, a device receives a request to display contextually-relevant media and, in response, displays a representation of a collection of media items relevant to a context of the device. In some embodiments, a device displays a visual media item of a sequence of items and, in response to receiving a swipe gesture, displays a detail user interface comprising related content for the media item. In some embodiments, a device, while displaying a first detail user interface, displays an affordance corresponding to a plurality of individuals identified as having attended a first event, that when selected, causes display of visual media corresponding to a plurality of events attended by the individuals. In some embodiments, a device, in response to user input, obtains an automatically-generated collection of visual media and displays a corresponding affordance.

Abstract: A nozzle, such as a nozzle for use as a part of a beverage preparation package. The nozzle may include a nozzle body with a conduit, the conduit having an inlet end and an outlet end. The nozzle may also include a plug that is connected to the nozzle body in a detachable manner. The plug and the conduit may be configured such that, when the plug is detached from the nozzle body, the plug is adapted to travel along the conduit and be retained within the conduit at the outlet end such that fluid can flow through the conduit from the inlet end towards the outlet end.

Abstract: A method is provided for mounting a semiconductor IC to a substrate without a socket or solder. The method includes disposing a guide structure on the substrate. The substrate has multiple contact pads disposed thereon. The substrate also has multiple nuts formed therein for connecting to one or more bolts. The method also includes placing the semiconductor IC inside the guide structure such that the semiconductor IC makes contact with the contact pads. A top plate is disposed on the semiconductor IC. Further, the top plate and the semiconductor IC are fastened to the substrate.

Abstract: A method is provided for mounting a semiconductor IC to a substrate without a socket or solder. The method includes disposing a guide structure on the substrate. The substrate has multiple contact pads disposed thereon. The substrate also has multiple nuts formed therein for connecting to one or more bolts. The method also includes placing the semiconductor IC inside the guide structure such that the semiconductor IC makes contact with the contact pads. A top plate is disposed on the semiconductor IC. Further, the top plate and the semiconductor IC are fastened to the substrate.

Abstract: A nozzle, such as a nozzle for use as a part of a beverage preparation package. The nozzle may include a nozzle body with a conduit, the conduit having an inlet end and an outlet end. The nozzle may also include a plug that is connected to the nozzle body in a detachable manner. The plug and the conduit may be configured such that, when the plug is detached from the nozzle body, the plug is adapted to travel along the conduit and be retained within the conduit at the outlet end such that fluid can flow through the conduit from the inlet end towards the outlet end.

Abstract: The present invention relates to a nozzle (240). In particular, a nozzle for use as part of a beverage preparation package. The nozzle comprises a nozzle body (246) with a conduit (242), the conduit having an inlet end (254) and an outlet end (256), and a plug (248) that is connected to the nozzle body in a detachable manner. The plug and the conduit are configured such that, when the plug is detached from the nozzle body, the plug is adapted to travel along the conduit and be retained within the conduit at the outlet end such that fluid can flow through the conduit from the inlet end towards the outlet end.

Abstract: The present invention relates to a nozzle (240). In particular, a nozzle for use as part of a beverage preparation package. The nozzle comprises a nozzle body (246) with a conduit (242), the conduit having an inlet end (254) and an outlet end (256), and a plug (248) that is connected to the nozzle body in a detachable manner. The plug and the conduit are configured such that, when the plug is detached from the nozzle body, the plug is adapted to travel along the conduit and be retained within the conduit at the outlet end such that fluid can flow through the conduit from the inlet end towards the outlet end.

Abstract: Extrusion of feed materials of a high temperature formable non-ferrous metal susceptible to embrittlement during air processing uses an extrusion system having a rotatable wheel and shoe covering part of the length of a groove around the periphery of the wheel to form an arcuate passageway, the shoe having an abutment which substantially closes a second end of the passageway and an extrusion die spaced from the abutment by a die chamber. The process includes pre-heating the feed material to not less than about 390° C. in a chamber defined by a feeder device, maintaining a protective atmosphere in the chamber of the feeder device while the feed material is heated. The pre-heated feed material then is passed to an inlet end of the passageway, and drawn along the passageway, to be forced by the abutment into the die chamber and through an extrusion orifice of the die to provide extruded product.

Abstract: A method and a system for balancing rental fleet of movable assets are provided. In one aspect, the method is executed by a processor and comprises receiving, at a booking time, a booking request for an asset, the booking request including a pickup location and a pickup time; in response to the booking request, calculating a predicted quantity of assets at the pickup location and the pickup time based at least in part on current asset location information and future booking data, and calculating a target quantity of assets at the pickup location and the pickup time based on past booking data; calculating a discount parameter in accordance with said predicted quantity of assets and said target quantity of assets; and generating a booking price in accordance with the discount parameter.