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DecisionTree
DecisionTree PublicA hands-on Python implementation of a Decision Tree classifier, built step-by-step in Jupyter Notebook. Features include custom tree construction using Gini index or Entropy, data preprocessing, vi…
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Genetic-Algorithm
Genetic-Algorithm PublicThis project showcases a genetic algorithm in Python designed to evolve mathematical expressions that fit given data points. Using function trees, crossover, mutation, and fitness evaluation, the a…
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SVM
SVM PublicSupport Vector Machine (SVM) project using Python. Includes classification tasks, decision boundary visualization, and Persian License Plate Recognition.
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neural-network
neural-network PublicFashionMNIST neural network experiments using PyTorch and torchvision. Includes data loading, preprocessing, model training, evaluation, and visualization.
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