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Machine Learning

Projects - CSCI567 Machine Learning coursework

1. KNN(K-Nearest Neighbour)

knn/KNN_Classification_for_heart_disease.ipynb

2. Decision Tree

decisionTree/Decision_Tree_for_car_classification.ipynb

3. Classification (Binary, Multiclass)

classification/Binary_&_Multiclass_Classification.ipynb

4. Regression(Linear, Regularization, Polynomial)

regression/Regression.ipynb

5. Neural Network

neural_net/Neural_Networks.ipynb

6. HMM (Hidden Markov Model)

hmm/HMM_speech_tagging.ipynb

7. Kmeans Clustering

kmeans/Kmeans.ipynb