Search Results for "visualization"

...Because of its integration with ActiveRecord, developers can quickly visualize trends in their application’s data with minimal transformation. Chartkick is especially valued in dashboards, reporting tools, and admin panels where quick, maintainable visualization is needed without heavy front-end development.

DecisionTree is a Ruby library that implements decision tree learning with the ID3 information-gain algorithm. It can train models from discrete, continuous, or mixed attribute data. Continuous features are evaluated across possible split points to build threshold-based binary branches. Discrete models classify unique labels and can be rendered for visual inspection. The library supports inconsistent datasets, multiple or symbolic outputs, and fallback values when no branch matches an input....

SSToolkit is an archived collection of reusable Objective-C components created to simplify common iOS interface and utility tasks. It began as a large library of classes developed from 2008 onward. The monolithic version was later deprecated because the collection had become difficult to maintain as a single package. Its functionality was divided into independent libraries covering badges, gradients, loading indicators, progress displays, text controls, web views, and UIKit helpers. The...