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Bootstrap (formerly Twitter Bootstrap) is a free and open-source CSS framework directed at responsive, mobile-first front-end web development. It contains HTML , CSS and (optionally) JavaScript -based design templates for typography , forms , buttons , navigation , and other interface components.
On September 30, 2015, version 2.0 was released, which added drop-down menus, contact forms, animations, support for 3rd-party themes and extensions. Since version 3.0, added some new themes and extension and introduced support for Bootstrap 4. [5] [6]
In general, bootstrapping usually refers to a self-starting process that is supposed to continue or grow without external input. Many analytical techniques are often called bootstrap methods in reference to their self-starting or self-supporting implementation, such as bootstrapping (statistics), bootstrapping (finance), or bootstrapping (linguistics).
Two notable and widely used examples are Bootstrap and Foundation. CSS frameworks offer different modules and tools: reset style sheet; grid especially for responsive web design; web typography; set of icons in sprites or icon fonts; styling for tooltips, buttons, elements of forms
In particular, the bootstrap is useful when there is no analytical form or an asymptotic theory (e.g., an applicable central limit theorem) to help estimate the distribution of the statistics of interest. This is because bootstrap methods can apply to most random quantities, e.g., the ratio of variance and mean.
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Bootstrap aggregating, also called bagging (from bootstrap aggregating) or bootstrapping, is a machine learning (ML) ensemble meta-algorithm designed to improve the ...
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