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Functors.jl provides tools to express a powerful design pattern for dealing with large/ nested structures, as in machine learning and optimization. For large machine learning models, it can be cumbersome or inefficient to work with parameters as one big, flat vector, and structs help manage complexity; but it is also desirable to easily operate over all parameters at once, e.g. for changing precision or applying an optimizer update step.
An intuitive modeling interface for infinite-dimensional optimization
A JuMP extension for expressing and solving infinite-dimensional optimization problems. InfiniteOpt.jl provides a general mathematical abstraction to express and solve infinite-dimensional optimization problems (i.e., problems with decision functions). Such problems stem from areas such as space-time programming and stochastic programming. InfiniteOpt is meant to facilitate intuitive model definition, automatic transcription into solvable models, permit a wide range of user-defined extensions/behavior, and more.
...A thumbnail image is shown during the debug when a variable is hovered by mouse with CTRL key pressed down. NativeViewer also formats the string displayed in the "Watch" window to express valuable cv::Mat information.
The extension works only for native C++ code for both Win32 and x64 platforms. All Visual Studio .NET versions are supported. However, installation process differs for versions 2012, 2010 and pre-2010. Check the quick start guide for details: https://sourceforge.net/p/nativeviewer/wiki/QuickStartGuide
Note that if you have Visual Studio 2012 or later, I recommend using Image Watch extension from Microsoft: https://visualstudiogallery.msdn.microsoft.com/e682d542-7ef3-402c-b857-bbfba714f78d
PolyViz is a tool for visualizing n-dimensional polyhedra. Motivated by the difficulty of reasoning about the iteration spaces of nested loops with many levels, PolyViz allows users to visualize polyhedral representations of those iteration spaces.