Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for receiving a source code change; computing a distribution of standard coding durations using a model that takes as input features of source code changes; and computing a representative duration for the code change using the distribution of standard coding durations, wherein the representative duration represents a measure of how long a standard developer defined by the model would take to make the code change.

Abstract: A method of authenticating User Equipment (UE) to a wireless telecommunications network, wherein the UE is subscribed to a first wireless telecommunications network, and authenticating being performed so as to subscribe the UE to a second wireless telecommunications network, and wherein there is an absence of a roaming capability between the first wireless telecommunications network and the second wireless telecommunications network for the UE, the method including generating, at the first wireless telecommunications network, a network key for authenticating the UE at the second wireless telecommunications network; loading the generated network key to the second wireless telecommunications network; subsequently communicating the generated network key to the UE from the first wireless telecommunications network; and authenticating the UE at the second wireless telecommunications network by communicating the network key from the UE to the second wireless telecommunications network, thereby to permit the UE to s

Abstract: An aerosol provision device 702 is disclosed comprising a lid portion 706, a base portion 708 and a securing mechanism 710, wherein the securing mechanism 710 is configured to engage the lid portion 706 with the base portion 708 so as to hold in position, in use, an aerosol generating article so as to prevent relative movement of the aerosol generating article. The lid portion 706 and the base portion 708 are configured to hold the aerosol generating article in position in between the lid portion 706 and the base portion 708.

Abstract: A server device can obtain historical location data, concerning a vehicle, captured by a global positioning system (GPS) device of the vehicle and historical engine control unit (ECU) data concerning the vehicle captured by an ECU of the vehicle. The server device can process the historical location data and the historical ECU data to train a machine learning model to determine a relationship between the historical location data and the historical ECU data. The server device can receive location data and ECU data concerning the vehicle and update the machine learning model based on the location data and the ECU data. The server device can receive real-time location data concerning the vehicle and derive an equivalent real-time ECU speed using the machine learning model. The server device can generate a message regarding the equivalent real-time ECU speed of the vehicle and send the message to a remote device for display.

Abstract: A method of authenticating User Equipment (UE) to a wireless telecommunications network, wherein the UE is subscribed to a first wireless telecommunications network, and authenticating being performed so as to subscribe the UE to a second wireless telecommunications network, and wherein there is an absence of a roaming capability between the first wireless telecommunications network and the second wireless telecommunications network for the UE, the method including generating, at the first wireless telecommunications network, a network key for authenticating the UE at the second wireless telecommunications network; loading the generated network key to the second wireless telecommunications network; subsequently communicating the generated network key to the UE from the first wireless telecommunications network; and authenticating the UE at the second wireless telecommunications network by communicating the network key from the UE to the second wireless telecommunications network, thereby to permit the UE to s

Abstract: A floatation accessory for a pool vacuum is an apparatus that maintains an inverted position for a pool vacuum such that the mouth of the pool vacuum suctions debris along the surface of a pool. The apparatus includes a support platform, a first float, a second float, a support ridge, a handle, an elongated guard, and a suspension system. The support platform upholds the first float and the second float. The first float and the second float are used to float a pool vacuum that is engaged with the apparatus. The support ridge connects the first float and the second float and offsets the elongated guard from the mouth of a pool vacuum. The elongated guard offsets the mouth of a pool vacuum from the side walls of a pool. The suspension system loops a pool vacuum with the support platform, and consequently the first float and the second float.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for receiving a source code change; computing a distribution of standard coding durations using a model that takes as input features of source code changes; and computing a representative duration for the code change using the distribution of standard coding durations, wherein the representative duration represents a measure of how long a standard developer defined by the model would take to make the code change.

Abstract: A server device can obtain historical location data, concerning a vehicle, captured by a global positioning system (GPS) device of the vehicle and historical engine control unit (ECU) data concerning the vehicle captured by an ECU of the vehicle. The server device can process the historical location data and the historical ECU data to train a machine learning model to determine a relationship between the historical location data and the historical ECU data. The server device can receive location data and ECU data concerning the vehicle and update the machine learning model based on the location data and the ECU data. The server device can receive real-time location data concerning the vehicle and derive an equivalent real-time ECU speed using the machine learning model. The server device can generate a message regarding the equivalent real-time ECU speed of the vehicle and send the message to a remote device for display.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for receiving a source code change; computing a distribution of standard coding durations using a model that takes as input features of source code changes; and computing a representative duration for the code change using the distribution of standard coding durations, wherein the representative duration represents a measure of how long a standard developer defined by the model would take to make the code change.

Abstract: A server device can obtain historical location data, concerning a vehicle, captured by a global positioning system (GPS) device of the vehicle and historical engine control unit (ECU) data concerning the vehicle captured by an ECU of the vehicle. The server device can process the historical location data and the historical ECU data to train a machine learning model to determine a relationship between the historical location data and the historical ECU data. The server device can receive location data and ECU data concerning the vehicle and update the machine learning model based on the location data and the ECU data. The server device can receive real-time location data concerning the vehicle and derive an equivalent real-time ECU speed using the machine learning model. The server device can generate a message regarding the equivalent real-time ECU speed of the vehicle and send the message to a remote device for display.

Abstract: A floatation accessory for a pool vacuum is an apparatus that maintains an inverted position for a pool vacuum such that the mouth of the pool vacuum suctions debris along the surface of a pool. The apparatus includes a support platform, a first float, a second float, a support ridge, a handle, an elongated guard, and a suspension system. The support platform upholds the first float and the second float. The first float and the second float are used to float a pool vacuum that is engaged with the apparatus. The support ridge connects the first float and the second float and offsets the elongated guard from the mouth of a pool vacuum. The elongated guard offsets the mouth of a pool vacuum from the side walls of a pool. The suspension system loops a pool vacuum with the support platform, and consequently the first float and the second float.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for obtaining a commit time history of a developer entity, wherein the commit time history indicates, for each unit time interval of a plurality of unit time intervals, whether or not the developer entity committed source code during the unit time interval; and generating a model that takes the commit history as input and generates an output sequence of final probabilities, each final probability representing how likely it was that the developer entity was active during the corresponding unit time interval.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for database query ranking. One of the methods includes receiving a query having a plurality of predicates; executing the query comprising executing the plurality of predicates to generate a plurality of tuple values; generating a query derivation graph for the query generating, from the query derivation graph, a plurality of feature values for each query result of the plurality of query results; computing a score for each query result of the plurality of query results by using the plurality of feature values generated for the query result as input to a trained ranking model; and ranking the plurality of query results according to computed scores generated by the trained ranking model.