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  • University of Peradeniya
  • Peradeniya

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  1. Equinox Equinox Public

    You shall Learn Equinox !!! - Hand on JAX learning project starting with minimal python/Equinox. Walk through of core topics - autodiff, JIT, vmpa, pmap, pytrees and corresponding examples

    Python

  2. kernelRidgeRegression kernelRidgeRegression Public

    MATH 5099 - 018 Investigates Kernel Ridge Regression through smoothing spline ANOVA

    R

  3. MultivariateAnalysis MultivariateAnalysis Public

    The project utilizes multivariate statistical methods, PCA, non-parametric Boostrap and permutation inferences to the UCI Chronic Kidney Diseases Dataset, to indentify any clinically important vari…

    R

  4. StatisticalMachineLearning StatisticalMachineLearning Public

    STAT 5387: Includes and indivual project using transfomers and initial GPT implementation, with gruop project demonstrating classic Recommender algorithms for Reinforcemnet Learning (Actor critic a…

    Jupyter Notebook