Advanced-Data-analysis

Sample code for each data science section

1. Least squares regression

2. Sparse regression

3. Robust regression

4. Least squares classification

5. SVM classification

6. Probabilistic classification

7. Adaptive regularization classification

8. Classification based on covariate shift

9. Locality Preserving Projection (LPP)

10. Fisher Discriminant Analysis (FDA)

11. KernelPCA