Visualizations of various one-dimensional smoothers using the d3 javascript library. This is an excellent tool to play with different models for one dimensional regresssion setting and understand the bais-variance trade off key concept.
Current smoothers include
- Constant and Runing Mean
- Linear and Polynominal Regression with Regularization
- Splines
Within each smoother, there are different paramters to tune.
The interactive dome shows the model in real time !!