Abstract: Aspects of the disclosure relate to systems, methods, and computing devices for managing the processing and execution of machine learning classifiers across a variety of platforms. Machine classifiers can be developed to process a variety of input datasets. In several embodiments, a variety of transformations can be performed on raw data to generate the input datasets. The raw data can be obtained from a disparate set of data sources each having its own data format. The generated input datasets can be formatted using a common data format and/or a data format specific for a particular machine learning classifier. A sequence of machine learning classifiers to be executed can be determined and the machine learning classifiers can be executed on one or more computing devices to process the input datasets. The execution of the machine learning classifiers can be monitored and notifications can be transmitted to various computing devices.

Abstract: Described herein are benzoxazepin oxazolidinone compounds with phosphoinositide-3 kinase (PI3K) modulation activity or function having the Formula I structure: or stereoisomers, tautomers, or pharmaceutically acceptable salts thereof, and with the substituents and structural features described herein. Also described are pharmaceutical compositions and medicaments that include the Formula I compounds, as well as methods of using such PI3K modulators, alone and in combination with other therapeutic agents, for treating diseases or conditions that are mediated or dependent upon PI3K dysregulation.

Abstract: Systems and methods of expanding a bagging system are provided. In one exemplary embodiment, a method is performed by a bagging station device configured to couple to a terminal station device. The bagging station device includes an outer expandable frame, an inner expandable frame having an inner movable mechanism coupled between first and second inner frame portions, first and second panels disposed on the corresponding first and second inner frame portions, and a set of load sensors coupled between the inner and outer expandable frames. The method includes sending, by each load sensor, to the terminal station device, a measurement of a load associated with one or more objects placed on a surface of the first or second panel. The inner moveable mechanism is configured to enable the first or second panel to move along a longitudinal plane of the inner expandable frame.

Abstract: A method of fabricating a vascular graft that includes preparing a biodegradable polyester electrospun tubular core; applying an adhesive composition comprising poly(lactide) copolymer to an outer surface of the biodegradable polyester electrospun tubular core; and surrounding the adhesive-applied biodegradable polyester electrospun tubular core with a polyester sheath.

Abstract: The invention features a headset, and systems including the headset, equipped with electrical sensors. The headset is suitable for use by a child and suitable for use in a gaming system, e.g., to train attention.

Abstract: Helmets for applying a magnetic field to the head of a subject, comprising: a housing comprising a concave surface configured to receive a portion of the head of the subject; a motor coupled to one or more of: a first permanent magnet via a first axle along a first axis of rotation, wherein the first axle drives movement of the first magnet; a second magnet via a second axle along a second axis of rotation wherein the second axle drives movement of the second magnet; and a third magnet via a third axle along the third axis of rotation wherein the third axle drives movement of the third magnet, wherein the axes are parallel; and a fit mechanism comprising a adjuster coupled to the first magnet, wherein movement of the adjustor moves the first magnet independently of the second or the third magnet.

Abstract: A computer implemented method for algorithmically editing digital video content is disclosed. A video file containing source video is processed to extract metadata. Label taxonomies are applied to extracted metadata. The labelled metadata is processed to identify higher-level labels. Identified higher-level labels are stored as additional metadata associated with the video file. A clip generating algorithm applies the stored metadata for selectively editing the source video to generate a plurality of different candidate video clips. Responsive to determining a clip presentation trigger on a viewer device, a clip selection algorithm is implemented that applies engagement data and metadata for the candidate video clips to select one of the stored candidate video clips. The engagement data is representative of one or more engagement metrics recorded for at least one of the stored candidate video clips. The selected video clip is presented to one or more viewers via corresponding viewer devices.

Abstract: Techniques are disclosed relating to monitoring network traffic of an embeddable browser displayed by an application executing on a mobile computing device. In some embodiments, a first layer of the application manipulates one or more user interface elements displayed in the embeddable browser. The first layer of the application then detects network requests made by one or more application programming interfaces (APIs) executed by the embeddable browser in response to the manipulating. In some embodiments, the first layer sends to a second layer of the application results of observing network requests. In some embodiments, the second layer of the application displays, in real-time, information corresponding to the results of observing network requests.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating speech from text. One of the systems includes one or more computers and one or more storage devices storing instructions that when executed by one or more computers cause the one or more computers to implement: a sequence-to-sequence recurrent neural network configured to: receive a sequence of characters in a particular natural language, and process the sequence of characters to generate a spectrogram of a verbal utterance of the sequence of characters in the particular natural language; and a subsystem configured to: receive the sequence of characters in the particular natural language, and provide the sequence of characters as input to the sequence-to-sequence recurrent neural network to obtain as output the spectrogram of the verbal utterance of the sequence of characters in the particular natural language.

Abstract: A wellhead assembly includes a containment system having a mechanical barrier, a tertiary wiper, and a fluid jet assembly. A mechanical barrier includes a body disposed in a housing, the body having an opening extending through an axial thickness of the body. A tertiary wiper has an elastomeric body with a hole extending centrally therethrough. A fluid jet assembly includes a jet assembly body having a wall defining a cavity extending axially through the jet assembly body and an array of nozzles positioned circumferentially around the wall, wherein each nozzle has an outlet directed in a radially inward direction from the wall toward a central region in the cavity. The components of the containment system are arranged an axially stacked arrangement relative to each other.

Abstract: A method and system of providing users with session-specific layouts during access of an application based on contextual data. The system identifies contextual data for each application access session and associates the contextual data with a particular in-app activity. The in-app activity corresponds to a task that is typically performed by the first user when the specific contextual data is detected. The contextual data can include location data, time and date data, and device type data.

Abstract: An incendiary capsule 10 has a body 14 forming a single compartment containing a first part 18 of a two part ignition system and a quantity of a pyrotechnic heat source (PHS) 16. The capsule 10 is initiated by injecting, when ready for use, a quantity of a second part of the two part ignition system. The ignition system generates sufficient heat to initiate the PHS 16, which burns at a substantially higher temperature than the ignition system.

Abstract: Authentication method and systems using RFID-enabled payment cards are disclosed herein where a server receives a request corresponding to authorization of a payment associated with a payment card from an electronic terminal. The server identifies an electronic device of a user associated with the payment card. The server then transmits an instruction to the electronic device to cause an RFID reader of the electronic device to determine whether an RFID tag corresponding to the payment card is located within a predetermined proximity to the electronic device. When the payment card is located within the predetermined proximity, the server executes a first authentication protocol. Moreover, when the payment card is not located within the predetermined proximity, the server executes a second authentication protocol, wherein the second authentication protocol is more restrictive than the first authentication protocol.

Abstract: An improved circuit board core material, and method of making the circuit board core material, is provided wherein the circuit board core material is particularly suitable for use in a circuit board. The circuit board core material comprises a laminate. The laminate comprises a prepreg layer with a first clad layer on the prepreg layer wherein the prepreg layer comprises a pocket. An electronic component is in the pocket wherein the electronic component comprises a first external termination and a second external termination. The first external termination is laminated to, and in electrical contact with, the first clad layer and said second external termination is in electrical contact with a conductor.

Abstract: A surgical draping system includes an under-draping, an over-draping, and a connecting draping connected by the under-draping and the over-draping. The surgical draping system is used to establish and maintain a surgical corridor to a surgical site or sites on a patient supported by a surgical table. The surgical draping system can accommodate rotation of the patient on the surgical table, such that the sterile surgical corridor is maintained even during such rotation. The sterile surgical corridor extends through an aperture formed in the over-draping, through an enclosed passageway formed through the connecting draping, and through an aperture formed in the under-draping.

Abstract: Provided herein is an improved capacitor. The capacitor comprises a capacitor body comprising an anode, a dielectric on the anode and a cathode on the dielectric. At least two anode wires are in electrical contact with the anode and extending from the capacitor body. At least one anode node, or an anode node remnant, wherein each anode wire of the anode wires is in electrical contact with at least one anode node or anode remnant. An encapsulant encases the capacitor body. At least a portion of the anode node, or anode node remnant, is in electrical connection with an external termination. A cathode external termination is in electrical contact with the cathode.

Abstract: A rotatable bag rack to support a plurality of bag types. The bag rack includes a stand and a rack. The rack is pivotally mounted to the stand so as to be rotatable about a pivot axis relative to the stand between a first position to hold a first bag type and a second position to hold a second bag type. The rack includes a pair of spaced apart arms to hold the first bag type that, in the first position, extends forward relative to the pivot axis. The rack, in the second position, extends downward relative to the pivot axis. The rack also includes a hanger fixed relative to the arms to hold a second bag type that, in the first position, extends backward relative to the pivot axis. The rack, in the second position, extends upward relative to the pivot axis.

Abstract: A personal care product is provided including an applicator head with a flat treatment sheet. The personal care product also includes a cover configured to surround the applicator head and to cover the treatment sheet. The cover includes a base with a planar outer surface. The cover also includes an outer rim around a perimeter of the planar outer surface and an inner rim configured to engage a portion of the applicator head. The planar outer surface of the base defines a plane. The personal care product includes a center of gravity with a projection in the plane, where the length of the one or more tabs along the plane exceeds a length between the projection and the inner rim along the plane.

Abstract: A personal care product is provided including an applicator head with a flat treatment sheet. The personal care product also includes a cover configured to surround the applicator head and to cover the treatment sheet. The cover includes a base with a planar outer surface. The cover also includes an outer rim around a perimeter of the planar outer surface and an inner rim configured to engage a portion of the applicator head. The planar outer surface of the base defines a plane. The personal care product includes a center of gravity with a projection in the plane, where the length of the one or more tabs along the plane exceeds a length between the projection and the inner rim along the plane.