Abstract: In some examples, a system can obtain tuning data for a tuning process for configuring a first type of explanatory model to provide a first type of explanatory information associated with a target model. The tuning data can include a mapping of inputs to, and outputs from, the target model. The system can store the tuning data for subsequent use. Thereafter, the system can receive a request for a second type of explanatory information associated with the target model. The request can indicate a target output from the target model. The system can determine whether any outputs in the mapping match the target output. If so, the system can provide the corresponding inputs from the mapping as the second type of explanatory information, for example without having to execute a second type of explanatory model to generate the second type of explanatory information, thereby conserving computing resources.

Abstract: A method includes receiving, with a computing device, a first client request from a first client that identifies a machine learning model and a sensor. The method includes sending, with the computing device, a call to a server to apply the identified machine learning model to a set of data from the identified sensor, in response to the first client request. The method includes receiving, with the computing device, a second client request from a second client that identifies a same machine learning model and sensor as the first client request. The method includes sending, with the computing device, response data from the identified machine learning model to both the first client and the second client without sending an additional call to the server in response to the second client request.

Abstract: The present invention relates to blood-free-diets for malaria mosquito vectors that support ovarian development, egg maturation and fertility, as well as low progeny larval mortality, and normal development of offspring into adult mosquitoes. The formulated diets comprise supplements of physiological concentrations of several different human GPCR ligands and shown to be an effective artificial meal, free of blood that mimics a vertebrate blood meal and represents an important advance for the sustainability of Anopheles mosquito rearing in captivity. The present invention is in the domain of genetic engineering, parasitology, entomology medicine, pharmaceuticals and diagnose.

Abstract: A graphical user interface method is disclosed. A first interface panel including a first graphical content for a first menu item is generated. The first interface panel is displayed in a primary display area, and a first descriptor is displayed in a menu display area that is segregated from the primary display area. The first descriptor is associated with the first menu item. An input command is received on the menu display area, and in response thereto, a second interface panel with a second set of graphic content for a second menu item is generated. An input command transition relationship is defined between the first interface panel and the second interface panel, and the received input command corresponds thereto. The second interface panel is displayed in the primary display area, and a second descriptor associated with the second menu item is displayed in the menu display area.

Abstract: A graphical user interface method is disclosed. A first interface panel including a first graphical content for a first menu item is generated. The first interface panel is displayed in a primary display area, and a first descriptor is displayed in a menu display area that is segregated from the primary display area. The first descriptor is associated with the first menu item. An input command is received on the menu display area, and in response thereto, a second interface panel with a second set of graphic content for a second menu item is generated. An input command transition relationship is defined between the first interface panel and the second interface panel, and the received input command corresponds thereto. The second interface panel is displayed in the primary display area, and a second descriptor associated with the second menu item is displayed in the menu display area.

Abstract: The invention relates to a method for compiling programs on a system consisting of at least one first processor and a reconfigurable unit. It is provided in this method that the code parts suitable for the reconfigurable unit are determined and extracted and the remaining code is extracted in such a manner for processing by the first processor.