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1. TripleExtractor TripleExtractor Public

   Relation Discovery in Unstructured Text

   Python 1

2. Image-Classifier-CNN Image-Classifier-CNN Public

   An Image Classifier using Convolutional Neural Networks (CNN) implemented in Keras to classify images from the CIFAR-10 dataset. The model consists of multiple convolutional, pooling, and dense lay…

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3. Movie-Recommendation-Apriori Movie-Recommendation-Apriori Public

   An implementation of the Apriori algorithm for generating movie recommendations based on user preferences. The project takes user-provided movie preferences, mines frequent itemsets from a dataset …

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4. Clustering-Analysis-Comparative-Study Clustering-Analysis-Comparative-Study Public

   A comparative study of clustering techniques, including DBSCAN, KMeans, Gaussian Mixture, and Agglomerative Clustering, on 4 datasets. Visualizations, evaluation metrics (NMI & RI), and parameter t…

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5. PCA-Seed-Classification-Comparison PCA-Seed-Classification-Comparison Public

   A comparison of PCA implementations (via SVD and sklearn) for seed classification. The project demonstrates data normalization, PCA transformation, and visualization of the first two principal comp…

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6. Iris-LDA-Classification Iris-LDA-Classification Public

   Linear Discriminant Analysis (LDA) applied to the Iris dataset for dimensionality reduction and classification. The project includes data preprocessing, LDA implementation, classifier training, and…

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