Abstract: Provided are computer-implemented systems and methods for providing explainable predictions, including receiving a prediction objective from a user; providing at least one data set from at least one data source; determining, at a processor, at least one activity from the at least one data set, the at least one activity comprising a feature of the corresponding data set; generating, at the processor, at least one attribution model from the at least one feature, the at least one attribution model operative to provide a prediction and an associated explanation; generating an explainable prediction comprising a prediction rationale based on the prediction objective received from the user and the at least one attribution model.

Abstract: Disclosed are systems and methods for providing a hybrid mobile application. The method may include: receiving specification of at least one feature of a mobile application. The mobile application may be specific to a first programming platform. The method may further include generating the at least one feature based on the specification. The at least one feature may be written in a programming language specific to a second programming platform, and the second programming platform may be different from the first programming platform. The method may also include compiling a programming wrapper based on the at least one feature of the mobile application, combining the at least one feature and the programming wrapper into a programming component, packaging the programming component into the mobile application, and distributing the mobile application in a repository of the first programming platform.

Abstract: Disclosed are systems and methods for providing a hybrid mobile application. The method may include: receiving specification of at least one feature of a mobile application. The mobile application may be specific to a first programming platform. The method may further include generating the at least one feature based on the specification. The at least one feature may be written in a programming language specific to a second programming platform, and the second programming platform may be different from the first programming platform. The method may also include compiling a programming wrapper based on the at least one feature of the mobile application, combining the at least one feature and the programming wrapper into a programming component, packaging the programming component into the mobile application, and distributing the mobile application in a repository of the first programming platform.

Abstract: Systems, methods, and computer readable media for data augmentation are described. The system comprises a network device, a memory comprising a data augmentation model and a plurality of seed entries, and a processor in communication with the network device and the memory. The processor is configured to receive a candidate data item in a second data set, generate a candidate seed corresponding to the candidate data item, and determine a data feature, based on the data augmentation model, for the candidate seed. Additionally, the processor is configured to generate at least one matching seed in the plurality of seed entries, the at least one matching seed based on the data feature. The processor is further configured to augment the candidate data item with data corresponding to the at least one matching seed.

Abstract: Disclosed are systems and methods for providing a hybrid mobile application. The method may include: receiving specification of at least one feature of a mobile application. The mobile application may be specific to a first programming platform. The method may further include generating the at least one feature based on the specification. The at least one feature may be written in a programming language specific to a second programming platform, and the second programming platform may be different from the first programming platform. The method may also include compiling a programming wrapper based on the at least one feature of the mobile application, combining the at least one feature and the programming wrapper into a programming component, packaging the programming component into the mobile application, and distributing the mobile application in a repository of the first programming platform.

Abstract: A method for providing a desktop management tool includes displaying an active desktop having at least one application window representing an active application; storing data representing a virtual desktop in memory; while displaying the active desktop, receiving non-menu-based user input representing an application-move operation between the active desktop and the virtual desktop; and associating the active application with the virtual desktop. The method may also include displaying, as part of the active desktop, a visual representation of the virtual desktop. Other examples of the described method also include displaying an enlarged view of the contents of a virtual desktop in response to additional user input. An example apparatus for implementing the described methods is also described.

Abstract: A method for providing a desktop management tool includes displaying an active desktop having at least one application window representing an active application; storing data representing a virtual desktop in memory; while displaying the active desktop, receiving non-menu-based user input representing an application-move operation between the active desktop and the virtual desktop; and associating the active application with the virtual desktop. The method may also include displaying, as part of the active desktop, a visual representation of the virtual desktop. Other examples of the described method also include displaying an enlarged view of the contents of a virtual desktop in response to additional user input. An example apparatus for implementing the described methods is also described.