Abstract: Methods, systems, and computer program products for multi-modal construction of deep learning networks are provided herein. A computer-implemented method includes extracting, from user-provided multi-modal inputs, one or more items related to generating a deep learning network; generating a deep learning network model, wherein said generating comprises inferring multiple details attributed to the deep learning network model based on the one or more extracted items; creating an intermediate representation based on the deep learning network model, wherein the intermediate representation comprises (i) one or more items of data pertaining to the deep learning network model and (ii) one or more design details attributed to the deep learning network model; automatically converting the intermediate representation into source code; and outputting the source code to at least one user.

Abstract: One or more document templates defining deployment procedures associated with deploying a packaged software application are obtained. One or more objects are created representing the one or more document templates and one or more elements of the one or more documents, and one or more links between the one or more objects are created. The one or more links represent one or more relationships between the created one or more objects. The one or more objects and the one or more links may be stored and/or output in a selected format.

Abstract: Harvesting assets for packaged application practices, in one aspect, may include obtaining one or more work products associated with deployment of packaged software applications, extracting content and style, enhancing content and style with models of work products, and storing assets in asset repository.

Abstract: Approaches based on dynamic tainting to assist transform users in debugging input models. The approach instruments the transform code to associate taint marks with the input-model elements, and propagate the marks to the output text. The taint marks identify the input-model elements that either contribute to an output string, or cause potentially incorrect paths to be executed through the transform, which results in an incorrect or a missing string in the output. This approach can significantly reduce the fault search space and, in many cases, precisely identify the input-model faults. By way of a significant advantage, the approach automates, with a high degree of accuracy, a debugging task that can be tedious to perform manually.

Abstract: One or more project profiles, one or more people profiles, one or more work product profiles are created and connections are made among the one or more project profiles, one or more people profiles, and one or more work product profiles that form a network of projects, people, work products and others. A profile database stores the network of the one or more project profiles, the one or more people profiles, the one or more work product profiles. Data stored in the profile database is analyzed and one or more people, work products and projects that are related to current project are recommended for use in the current project.

Abstract: Reusing assets for packaged software application configurations may include defining one or more query criteria based on information associated with a project, querying an asset repository stored in a storage device using the one or more query criteria, receiving a list of one or more assets from the asset repository in response to the querying, and using the one or more assets on the list to compose a document defining deployment procedures associated with deploying a packaged software application.

Abstract: Harvesting assets for packaged application practices, in one aspect, may include obtaining one or more work products associated with deployment of packaged software applications, extracting content and style, enhancing content and style with models of work products, and storing assets in asset repository.

Abstract: One or more document templates defining deployment procedures associated with deploying a packaged software application are obtained. One or more objects are created representing the one or more document templates and one or more elements of the one or more documents, and one or more links between the one or more objects are created. The one or more links represent one or more relationships between the created one or more objects. The one or more objects and the one or more links may be stored and/or output in a selected format.

Abstract: A user interface service composer determines, based on a user interface request from a user interface consumer, one of a plurality of user interface service providers to be invoked; and consults a particular entry (corresponding to the service provider to be invoked) in a user interface data catalog having a plurality of entries for the plurality of user interface service providers. A request message, for rendering a user interface requested in the user interface request received from the user interface consumer, is routed from the user interface service composer to the given one of the plurality of user interface service providers that is to be invoked. The request message includes configuration parameters and interaction-related data, and is formatted in accordance with the particular entry in the user interface data catalog.