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RazieYousefi/README.md

About me

I am a mathematical physicist and data scientist specializing in predictive modeling, statistical learning, and biomarker discovery in high-dimensional biological and genomics data. My work focuses on develop-ing reproducible machine learning frameworks for biomarker detection, model evaluation, and data-driven analysis in biomedical research. I transform complex real-world systems into quantitative models and build scalable analytical pipelines using statistical modeling, machine learning, and computational methods.

How to reach me: razieyousefy@gmail.com

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  1. ExploratoryDataAnalysis ExploratoryDataAnalysis Public

    Jupyter Notebook

  2. probabilistic-linear-regression probabilistic-linear-regression Public

    Implementation and analysis of linear regression using a multivariate Gaussian framework, including joint distributions, conditional predictions, and interpretation of model results.

    Jupyter Notebook

  3. PythonProgrammingForDataScience PythonProgrammingForDataScience Public

    Jupyter Notebook

  4. Single-Cell-RNA-SequencingAnalysisScanpy Single-Cell-RNA-SequencingAnalysisScanpy Public

    Jupyter Notebook

  5. Single-Cell-RNA-Seq-to-Pseudobulk Single-Cell-RNA-Seq-to-Pseudobulk Public

    Jupyter Notebook

  6. spatial-annotation-xenium-codex-Tutorial spatial-annotation-xenium-codex-Tutorial Public

    Tutorial: manual cell-type annotation of spatial omics (Xenium, CODEX), verified per cell with a Gaussian KDE.

    Jupyter Notebook