A collection of machine learning algorithms for both supervised and unsupervised learning techniques. Written entirely in MatLab. Educational based.
machine-learning-ex1 LINEAR REGRESSION
machine-learning-ex2 LOGISTIC REGRESSION
machine-learning-ex3 MULTI-CLASS CLASSIFICATION + NEURAL NETWORKS
machine-learning-ex4 NEURAL NETWORKS
machine-learning-ex5 REGULARIZED LINEAR REGRESSION + BIAS/VARIANCE
machine-learning-ex6 SUPPORT VECTOR MACHINES
machine-learning-ex7 K-MEANS + PCA
machine-learning-ex8 ANOMALY DETECTION + RECOMMENDER SYSTEMS