Reference implementation of the Distance-Based Boolean Applicability Domain for HTS datasets
Reference implementation of the Vanishing Ranking Kernels (VRK) method
Adaptive density and regression estimation for weakly dependent data using Goldenshluger-Lepski (GL), with R/Python implementations, simulations, and visualization support.
Analytic Bandwidth Selector for NW and KDE Based on CV Hessian
This repo contains the codes, images, report and slides for the project of the course - MTH516A: Non-Parametric Inference at IIT Kanpur during the academic year 2022-2023.
Kernel Density Estimation (KDE) in Python. Explore theory, implementation, bandwidth optimization, kernel functions, and practical applications with statsmodels and scipy.
This repo contains the codes, images, report and slides for the first project of the course - MTH673A: Robust Statistical Methods at IIT Kanpur during the academic year 2022-2023.
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