Homework assignments
- KD-tree, kNN
- Clusterization: K-Means, Agglomerative clustering, DBSCAN
- Linear regression
- Perceptron
- Neural network
- DCGAN, VAE
- SVM: soft-margin; linear, Gaussian, polynomial kernels
- Decision trees
- Random forest
- Naive Bayes
- Stochastic stranding