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Deep-Learning-using-Linear-Support-Vector-Machines
Deep-Learning-using-Linear-Support-Vector-Machines PublicIn this project, we selected a CNN+SVM paper: Deep Learning using Linear Support Vector Machines. We tried to 4 reproduce the result obtained by following the exact method mentioned in this paper. …
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Classification-of-Image-Data
Classification-of-Image-Data PublicImplementd a Multilayer Perceptron to classify an image data: Fashion-MNIST. For data processing, we loaded the pictures regarding each pixel as a feature and vectorized the data set. To explore ho…
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Classification-of-Text-Data
Classification-of-Text-Data PublicImplement naïve Bayes and K-fold cross validation from scratch while using logistic (softmax) regression from scikit-learn package (or optionally implemented from scratch) – and compare these two a…
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KNN-and-DT-on-Hepatitis-and-Messidor
KNN-and-DT-on-Hepatitis-and-Messidor PublicImplement KNN and Decision Tree model on two datasets, cross-validations is performed to compare and determine the optimal parameters within each model.
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