Pinned Loading
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Linear-Regression-Model-Evaluation
Linear-Regression-Model-Evaluation PublicFocused on linear regression modeling, including normalization, error evaluation, and gradient descent.
Jupyter Notebook
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Neural-Networks-Deep-Learning
Neural-Networks-Deep-Learning PublicIntroduced neural networks, CNNs, RNNs, and gradient descent fundamentals using ISLP data.
Jupyter Notebook
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PlotAlgorithmicComplexity
PlotAlgorithmicComplexity PublicMeasure time complexity of common search and sort algorithms
Python
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Decision-Trees-KMeans
Decision-Trees-KMeans PublicImplemented decision trees for classification and K-means clustering for unsupervised learning.
Jupyter Notebook
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ParallelDataStructure
ParallelDataStructure PublicMPI-based implementation of a parallel data structure with ghost points, designed to efficiently manage data exchange for stencil computations.
C++
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