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1. naivebayes_mnist naivebayes_mnistPublic

   I implemented a Naive Bayes classifier form scratch and applied it on MNIST dataset.

   Jupyter Notebook 6 5

2. linear_basis_function linear_basis_functionPublic

   Machaine learning algorithm for regression using regularized linear basis function.

   Python 3

3. my_KNN_PCA_MNIST my_KNN_PCA_MNISTPublic

   Problems Identification: This project involves the implementation of efficient and effective KNN classifiers on MNIST data set. The MNIST data comprises of digital images of several digits ranging …

   Jupyter Notebook 3 2

4. linearSVM linearSVMPublic

   This project involves the implementation of efficient and effective LinearSVC on MNIST data set. The MNIST data comprises of digital images of several digits ranging from 0 to 9. Each image is 28 x…

   Jupyter Notebook 3

5. PredictiveModeling PredictiveModelingPublic

   Application of predictive modeling technique

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6. MachineAlgorithm MachineAlgorithmPublic

   I developed a function to perform regularized linear and Gaussian basis functions for regression. Some dataset from the UCI machine learning repository were used to validate the function.

   2 1