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t-padma/README.md
  • 👋 Hi, I’m Padma, a 4th year Statistics PhD student.
  • 👀 I’m interested in the topological data analysis and its applications to neuroscience and neuroimaging data.
  • 🌱 I’m currently exploring the applications of Mapper algorithm to fMRI data analysis.
  • 🔭 I write blog posts about topics from TDA, statistics, and neuroimaging data analysis on my website.

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  1. bayesian_statistics bayesian_statistics Public

    MCMC, bayesian parametric and bayesian non-parametric methods implementation.

    HTML

  2. RungeKutta4 RungeKutta4 Public

    MATLAB implementation of the fourth-order Runge-Kutta method

    MATLAB

  3. Skin_Lesion_image_analysis Skin_Lesion_image_analysis Public

    Analyzed 25,331 skin lesion images (taken from Kaggle) which was the ISIC challange in 2019.

    Jupyter Notebook

  4. python_tda python_tda Public

    Exploring different Python modules available for Topological Data Analysis.

    Jupyter Notebook

  5. bivariate_causal_structures bivariate_causal_structures Public

    Identifiability of bivariate causal structures

    R

  6. deep_learning_practice deep_learning_practice Public

    Python implementations of basic deep learning models that I learned during Fall 2022.

    HTML