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LASSO Public
This repository presents an in-depth exploration of LASSO (L₁) and Ridge (L₂) regression, combining mathematical rigor with practical implementation in Python.
snps machine-learning-algorithms ridge-regression bayesian-optimization hypothesis-testing ols-regression lasso-regressionJupyter Notebook MIT License UpdatedNov 1, 2025 -
Functional-Data-Analysis Public
Explore how to transform discrete observations into continuous functions for advanced analysis, covering everything from foundational Hilbert space theory to practical applications like clustering …
quantitative-finance functional-data-analysis fourier-series ode-solver b-splines runge-kutta-methods lagrange-polynomial-interpolationR Other UpdatedSep 10, 2025 -
Companion Code for the Medium Article on top Python Data Science Interview Questions.
Python MIT License UpdatedMay 19, 2025 -
IRLS Public
A hands‑on, first‑principles guide to fitting logistic regression via the Iteratively Reweighted Least Squares (IRLS) algorithm complete with mathematical derivations, R code from scratch, and a re…
logistic-regression glm newton-raphson irls numerical-stability scoring-algorithm fisher-informationR MIT License UpdatedMay 16, 2025 -
ANOVA Public
Welcome to an R repository featuring from-scratch implementations of one-way and two-way ANOVA, along with Tukey's HSD test.
R MIT License UpdatedMay 15, 2025 -
RegrCoeffsExplorer Public
A tool for visualizing the coefficients of various regression models, taking into account empirical data distributions.
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