PINK4D represents an innovative framework designed specifically for manipulating 3D point clouds. This powerful tool enables researchers and developers to effectively handle the complex tasks associated with large-scale 3D datasets. PINK4D's feature-rich capabilities include a wide range of methods, allowing for accurate registration of point cloud