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1. FIREBEAST22 FIREBEAST22 Public

   Config files for my GitHub profile.

2. multivariate-logistic-regression-gradient-descent multivariate-logistic-regression-gradient-descent Public

   Implementation of gradient descent for multivariate logistic regression using polynomial regression (degree d) on the California Housing Dataset. This project demonstrates the optimization of logis…

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3. medical-diagnosis-svm-naive-bayes-SVM-and-Naive-Bayes medical-diagnosis-svm-naive-bayes-SVM-and-Naive-Bayes Public

   A machine learning project using Support Vector Machines (SVM) and Naive Bayes classifiers to diagnose breast cancer based on the Breast Cancer Wisconsin (Diagnostic) Dataset. The dataset includes …

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4. cnn-hyperparameter-exploration-cifar10 cnn-hyperparameter-exploration-cifar10 Public

   Exploration of hyperparameters in Convolutional Neural Networks (CNNs) using the CIFAR10 dataset. This project investigates the impact of: Optimizers: SGD (Learning Rate), RMSProp (rho), Adam (beta…

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