GuasKDTreeFiltering 0.1.0

Spatial and Bilateral filtering using Gaussian KDTree data structures

KDTreeFiltering

KDTreeFiltering is a Python library for efficient spatial and bilateral filtering using Gaussian KDTree data structures. It provides fast and scalable filtering operations for multidimensional data, leveraging the power of KD-trees for neighborhood queries and Gaussian kernels for smoothing.

Features

• Spatial filtering using KDTree and Gaussian kernels
• Bilateral filtering for edge-preserving smoothing
• Efficient for high-dimensional data

Installation

pip install guaskd

Usage

from guaskd.kdtree import Filtering

# Example usage
filtered = Filtering(data, mode = 'Bilateral')