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SamamaSaleem (Muhammad Samama Saleem) · GitHub

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  1. Convolutional-Neural-Network-CNN-for-Image-Classification Convolutional-Neural-Network-CNN-for-Image-Classification Public

    This project implements a Convolutional Neural Network (CNN) using PyTorch for classifying images into two categories: cats and dogs. The model is trained on a dataset with preprocessing steps and …

    Jupyter Notebook

  2. Breast-Cancer-Detection-using-Logistic-Regression Breast-Cancer-Detection-using-Logistic-Regression Public

    This project utilizes Logistic Regression for breast cancer classification, incorporating data visualization to enhance understanding. It covers the entire workflow, from data import to model evalu…

    Jupyter Notebook

  3. Artificial-Neural-Network-for-Combined-Cycle-Power-Plant-Energy-Output-Prediction Artificial-Neural-Network-for-Combined-Cycle-Power-Plant-Energy-Output-Prediction Public

    This project demonstrates the implementation of an Artificial Neural Network (ANN) model to predict the net hourly electrical energy output of a Combined Cycle Power Plant (CCPP).

    Jupyter Notebook

  4. Natural-Language-Processing-Text-Classification Natural-Language-Processing-Text-Classification Public

    This project applies NLP techniques to classify restaurant reviews. It preprocesses text, creates a Bag of Words model, and uses multiple classifiers. A 3D confusion matrix visualization is include…

    Jupyter Notebook

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