- This is the code for gaussian process regression, with baysian optimization scheme implemented.
- The adjustable kernel parameter will be tuned automatically using a gradient based optimization method.
- Baysian Optimization, active learning based on Gaussian Process Regression is implemented using gradient ascend on the utility function.
- However, further improvement could possibly be made by using Particle Swarm Optimization instead to cope with the local minimum issues.