Fast CPU and GPU Python implementations of Improved Kernel Partial Least Squares (PLS) by Dayal and MacGregor (1997) and Fast Partition-Based Cross-Validation With Centering and Scaling for XTX and XTY by Engstrøm and Jensen (2025).

Computation of training set (X^T * W * X) and (X^T * W * Y) or (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algorithms by Engstrøm and Jensen (2025).

A simple package to implement weighted regression on dissolved oxygen time series

functions required to implement the weighted regression approach for estuaries

Cerebellar Motion articulator controller is a type of neural network based on a model of mamallian cerebellum. It is a type of associative memory and was proposed by James Albus in 1975. In this code, CMAC is used to demonstrate weighted regression.

WLS, weighted linear regression in pure Rust w/o any 3d party dependencies or frameworks.

WLS, weighted linear regression, weighted least squares in pure Python w/o any dependencies.

Compared Ordinary Least Square (OLS) and Geographically Weighted Regression (GWR) using R programming with interpretation

Main repository for the 2nd paper of my PhD.

A comprehensive repository that predicts future salaries for data science and related roles using six analytical models, including BERT, CAGR, Inflation Adjustment, Skills Premium, Demand & Geographic Growth, and Weighted Regression.

case studies for removing tidal signal from DO time series

DO simulations for removing tidal signal

Materials for evaluating DO detiding with weighted regression

Python with Tableau

WLS, weighted linear regression in pure Java w/o any 3d party dependencies.

quick and dirty eval of metab estimates on SPAM project before/after detiding

script only for BASEmetab

WLS, weighted least squares (weighted linear regression) in pure Go

shiny app for correlations between tide and metabolism with different windows

Machine Learning coursework | Applied Sciences Faculty, UCU (2019)