Abstract: An example putter presented herein is designed manufactured in a way that allows for a golfer to adjust weight balance of the golf club head by moving respective weights through a toe-side track and a heel-side track on a bottom side of the golf club head. The putter may also be configured with adjustable toe-hang, face material, and loft all in one club, in order to optimize the club for the day's game without having to purchase a new golf club each time one desires to try something new. The putter head can combine a removable, stackable face plate with a continuous range of shaft attachment points to allow a golfer to adjust each factor all in one club.

Abstract: A method for rejecting biased data using a machine learning model includes receiving a cluster training data set including a known unbiased population of data and training a clustering model to segment the received cluster training data set into clusters based on data characteristics of the known unbiased population of data. Each cluster of the cluster training data set includes a cluster weight. The method also includes receiving a training data set for a machine learning model and generating training data set weights corresponding to the training data set for the machine learning model based on the clustering model. The method also includes adjusting each training data set weight of the training data set weights to match a respective cluster weight and providing the adjusted training data set to the machine learning model as an unbiased training data set.

Abstract: Button functionalities for user interfaces, e.g., for use with a portable multifunction device, are disclosed. Exemplary button functionalities are described for an electronic device with a display, a rotatable and depressible input mechanism, and/or a button. Different device features may be accessed, depending on whether the rotatable and depressible input mechanism or the button is activated, and further depending on whether the activation represents a single press, a double press, or an extended press on the rotatable and depressible input mechanism or the button.

Abstract: A multimedia streaming device can include a first circuit board configured to provide user controls and a second circuit board electrically coupled with the first circuit board and configured to provide content processing. The multimedia streaming device can also include a heat sink positioned between the first circuit board and the second circuit board and defining a speaker enclosure that includes a first portion in contact with the first circuit board, a second portion in contact with the second circuit board, and a third portion. The multimedia streaming device can additionally include a speaker installed in the third portion of the speaker enclosure.

Abstract: A Fixed Wireless Access (FWA) device can include identification information disposed on an exterior surface of the FWA device. The FWA device can be configured to receive over a local communication network from a mobile device, provisioning information associated with the FWA device based on the identification information and install the provisioning information in a memory unit. The FWA device can establish cellular connectivity with a network base station based on the provisioning information. The provisioning information can be obtained by the mobile device scanning the identification information, providing the identification information to a server, and receiving the provisioning information from the server based on the identification information.

Abstract: A shingle coating asphalt composition is provided that is produced from a paving grade asphalt. The asphalt composition comprises a paving-grade asphalt that has been modified with one or more polymer additives; and a secondary additive comprising one or more of a viscosity reducing agent, a wax, a salt of a fatty acid ester, and an amide of a fatty acid. The shingle coating asphalt coating composition is used to make a shingle. The shingle includes a substrate, the asphalt, and roofing granules.

Abstract: Described herein are methods for lowering glycated hemoglobin (HbA1c) level to treat and/or prevent a diabetes-related disease or disorder by administering to a subject in need thereof, a combination of a sodium-glucose transport protein 2 (SGLT2) inhibitor and a compound of Formula I or a stereoisomer, tautomer, pharmaceutically acceptable salt, or hydrate thereof, wherein the variables of Formula I are as defined herein.

Abstract: Described herein are methods for treating and/or preventing a kidney disease or an associated disorder as measured by an increase in estimated glomerular filtration rate (eGFR) by administering to a subject in need thereof, a combination of a sodium-glucose transport protein 2 (SGLT2) inhibitor and a compound of Formula I or a stereoisomer, tautomer, pharmaceutically acceptable salt, or hydrate thereof, wherein the variables of Formula I are as defined herein.

Abstract: A method performed by a computing system comprises generating text from audio data and determining an end portion of the text to include in a summarization of the text based on a length of a portion of the audio data from which the text was generated and which ends with a proposed end portion and a time value associated with the proposed end portion, the proposed end portion including a word from the text.

Abstract: A method and apparatus for a commerce platform coordinating a purchase of a product sold by a merchant system through a third party application are described. The method may include receiving a notification from the third party application requesting to purchase a product from within the third party application, wherein the notification comprises an identifier for the product and an identifier for the merchant system that sells the product. The method may also include a product checkout interface having an appearance consistent with an appearance of a user interface of the third party application, and transmitting the product checkout interface generated by the commerce platform to a user device executing the third party application causing the third party application to render the product checkout interface within at least a portion of the user interface of the third party application.

Abstract: A method can include determining, by a head-mounted device based on first data received from a depth-sensing device included in the head-mounted device, that a first distance of the head-mounted device from a landmark is outside a completion range; outputting, based on the determination that the first distance of the head-mounted device from the landmark is outside the completion range from the landmark, an indication that a repetition has yet to be completed; determining, based on second data received from the depth-sensing device, that a second distance of head-mounted device from the landmark is within the completion range; and based on the determination that the second distance of the head-mounted device from the landmark is within the completion range, incrementing a repetition counter and outputting an indication that the repetition has been completed.

Abstract: Described herein are methods of for treating and/or preventing Major adverse cardiovascular events (MACE) by administering to a subject in need thereof, a combination of a dipeptidyl peptidase 4 (DPP-4) inhibitor and a compound of Formula I or a stereoisomer, tautomer, pharmaceutically acceptable salt, or hydrate thereof, wherein the variables of Formula I are as defined herein.

Abstract: A method and apparatus for a commerce platform coordinating a purchase of a product sold by a merchant system through a third party application are described. The method may include receiving a notification from the third party application requesting to purchase a product from within the third party application, wherein the notification comprises an identifier for the product and an identifier for the merchant system that sells the product. The method may also include a product checkout interface having an appearance consistent with an appearance of a user interface of the third party application, and transmitting the product checkout interface generated by the commerce platform to a user device executing the third party application causing the third party application to render the product checkout interface within at least a portion of the user interface of the third party application.

Abstract: A fraud detection system is disclosed that detects potential fraudulent behavior associated a user account by identifying attributes of the user account that share attributes with one or more known fraudulent user accounts. The set of shared attributes for a user account are identified by constructing a bipartite graph comprising a set of user account nodes and a set of attribute nodes associated with the set of user account nodes. A match score for the user account is computed based on the set of shared attributes. Actions to be taken for the user account are identified based on the match score. The actions may include tagging the user account as potentially fraudulent. The actions can be used by a user (e.g., an administrator) of an organization to more intelligently determine appropriate measures to be taken for the potentially fraudulent user account.

Abstract: Methods and compositions are provided for reducing intraocular pressure, for example in the treatment of glaucoma or ocular hypertension. The method includes introducing into a suprachoroidal space of an eye of the patient a composition effective to maintain a reduction in IOP for at least 30 days. The composition may include a cross-linked hydrogel or a material configured to crosslink or further crosslink in vivo.