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  1. RegrCoeffsExplorer RegrCoeffsExplorer Public

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

    R 3

  2. R-Cyclopedia R-Cyclopedia Public

    A high-performance R repository bridging the gap between statistical research and production-level engineering. Covers lexical scoping, parallel computing, and GPU-accelerated deep learning via WSL…

    R

  3. Python-Data-Science-Interview Python-Data-Science-Interview Public

    Companion Code for the Medium Article on top Python Data Science Interview Questions.

    Python

  4. LASSO LASSO Public

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

    Jupyter Notebook

  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. 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