1. Library Management System Java
📚 A sophisticated Library Management System designed in Java while following the concepts of decoupled layers (entities) and minimal code in interface (GUI).
2. Handwritten-Digits-Classification-Using-KNN-Multiclass Perceptron-SVM
🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.
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pythonsvmmachine-learning-algorithmsmnist-datasetlogistic-regressionsupport-vector-machinesknnartificial-neural-networkhandwritten-digit-recognitionk-nearest-neighbourssupervised-machine-learningsupport-vector-classifierperceptron-learning-algorithmsigmoid-functiondelta-rulemnist-classification-logisticcomparative-studymulticlass-perceptronlearning-algorithms-comparisonaccuracy-analysisefficiency-analysis1-2 of 2 user projects