2013 Sang Han
A collection of notes and useful articles on numerical algorithms.
Markov Chains: A special type of stochastic process. The standard definition of a stochastic process is an ordered collection of random variables:
Self-Organized Criticality (SOC): “Self-Organized” means that from any initial condition, the system tends to move toward a critical state, and stay there, without external control. A system is “critical” if it is in transition between two phases.
Kernel Density Estimation: Because fuck histograms.
- Least Squares
- Ridge Regression
- Last Angle Regression
- Elastic Net
- Kernel Ridge Regression
- Support Vector Machines (SVR)
- Partial Least Squares (PLS ...