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Downloadable computer software, namely, open-source computer software or software platforms used for computer software development; Downloadable computer software, namely, open-source computer software or software platforms used for computer software, application and hardware development; Downloadable computer software, namely, open computer software or software platforms used for computer software or application development in the field of machine learning; Downloadable computer software, namely, open-source computer software or software platforms used for computer software development in the field of deep learning; Downloadable and recorded open-source computer software or application for developing, building and deploying computer software; Downloadable open-source computer software for use in machine learning systems; Downloadable open-source computer software for use in resource-adaptive scheduler for deep learning training; Downloadable open-source computer software for use to speed up and distribute deep learning models automatically; Downloadable open-source computer software for use in efficient hyperparameter tuning via uncertainty model; Downloadable and recorded computer software for building computer software, software application, or software platform; Downloadable and recorded computer software for deploying computer software, software application, or software platform; Downloadable computer software for use in composable, automatic, and scalable machine learning systems, including distributed training, resource-adaptive scheduling, hyperparameter tuning, and compositional model construction. Downloadable computer software, namely, open-source application software for computer software, application and hardware development; Downloadable computer software for computer system and application development, namely, a software application design framework and development platform; Downloadable computer software, namely, computer software used as software development tools; Downloadable computer software or application for use in machine learning system; Downloadable computer software or application for use in resource-adaptive scheduler for deep learning training; Downloadable computer software or application for use to speed up and distribute deep learning models automatically; Downloadable computer software or application for use in efficient hyperparameter tuning via uncertainty model