![]() ARD squared exponential kernel (used in ). ![]() ARD Matern 5/2 kernel (default recommended in ).Technical Details Gaussian Process Kernel As for the Python portion, it has been tested on versions 3.7 through 3.11. We have tested the C++ portion of our codebase on macOS using the clang compiler and on Ubuntu 20.04 using the g++ compiler. submit_line_search_result( slider_position) Slider_position = ask_human_for_slider_manipulation( slider_ends) Import pySequentialLineSearch import numpy def ask_human_for_slider_manipulation( slider_ends): You can compile the core module and the demo applications at once by, for example, We use cmake (3.3 or above) for managing the source codes. To enable python binding, the CMake variable: SEQUENTIAL_LINE_SEARCH_BUILD_PYTHON_BINDING should be set ON. ![]() They require runtime environments to support OpenGL 3.2 Core Profile and GLSL 3.3. To build these demos, the CMake variable: SEQUENTIAL_LINE_SEARCH_BUILD_PHOTO_DEMOS should be set ON. To build these demos, the CMake variable: SEQUENTIAL_LINE_SEARCH_BUILD_VISUAL_DEMOS should be set ON. tinycolormap (included via gitsubmodule).Qt5 ( brew install / sudo apt install qt5-default).To build these demos, the CMake variable: SEQUENTIAL_LINE_SEARCH_BUILD_COMMAND_DEMOS should be set ON. parallel-util (included via gitsubmodule).nlopt-util (included via gitsubmodule).mathtoolbox (included via gitsubmodule).Eigen ( brew install eigen / sudo apt install libeigen3-dev).Proceedings of SIGGRAPH 2017)ĭependencies Required for Core Algorithms Sequential Line Search for Efficient Visual Design Optimization by Crowds. Yuki Koyama, Issei Sato, Daisuke Sakamoto, and Takeo Igarashi. This library has a python binding, named pySequentialLineSearch. sequential_line_search_photo: A visual interactive demo of the sequential line search method where a photograph is enhanced using six-dimensional parameters.sequential_line_search_2d_gui: A visual interactive demo of the sequential line search method applied to a two-dimensional test function. ![]()
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