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1. ViralEntropR ViralEntropR Public

   R package for entropy-informed detection of emerging viral variants and genomic surveillance. Implements per-site Shannon entropy, Gaussian mixture model site selection, Hellinger distance, and non…

   R

2. Beyond-NLS-Inference Beyond-NLS-Inference Public

   A computational benchmarking framework for epidemiological inference. Evaluates spline-based Generalized Profiling and Chi-Square fitting against standard NLS to overcome structural misspecificatio…

   MATLAB

3. RegrCoeffsExplorer RegrCoeffsExplorer Public

   A tool for visualizing the coefficients of various regression models, taking into account empirical data distributions.

   R 3

4. IRLS 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…

   R

5. Functional-Data-Analysis Functional-Data-Analysis Public

   Advanced FDA algorithms, covering everything from foundational Hilbert space theory to practical applications like clustering stock market data and estimating parameters for dynamic systems.

   R

6. LASSO LASSO Public

   An in-depth exploration of LASSO (L₁) and Ridge (L₂) regression, combining mathematical rigor with practical implementation in Python.

   Jupyter Notebook