RLlib implements a collection of distributed policy optimizers that make it easy to use a variety of training strategies with existing reinforcement learning algorithms written in frameworks such as PyTorch, TensorFlow, and Theano.
To evaluate and validate our approach, we implement a collection of modular building blocks for the easy and fast assembly and development of CFD applications based on the shallow water equations: We combine the Lattice-Boltzmann method with fluid-structure interaction techniques in order to achieve real-time simulations targeting interactive virtual environments.
But in the meantime the company suggests users implement a collection of workarounds.
According to the authors, VEDAS implements a collection of techniques and algorithms, including proprietary ones, to perform data stream analysis.
BiNoM also implements a collection of powerful graph-based functions and algorithms such as path analysis, decomposition by involvement of an entity or cyclic decomposition, subnetworks clustering and decomposition of a large network in modules.
To minimize the manual process in the workflow, we plan to implement a collection of utility Python scripts to manipulate networks and Visual Styles via RESTful API, which will be published as a part of the Cytoscape 3.2.0 release.
The results of the experiment show that the algorithm is able to reconstruct the care trajectories automatically from the registry data without implementing a collection of relevant information in medical records, which would be very resource-consuming in this setting.
In networked control systems the controller of a physically distributed plant is implemented as a collection of tightly interacting, concurrent processes running on a distributed execution platform.
An object-oriented framework is the reusable design or a system or subsystem implemented through a collection of concrete and abstract classes and their collaboration.
RRegrs is an R package for computer-aided model selection, designed and implemented as a collection of regression tools available from the caret package.
The library is implemented as a collection of C++ classes and a Python interface.
