In this project, we demonstrate use of feature maps for classifiying non-linear (sinusoidal) data.
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Open the notebook "FeatureMaps.ipynb" in colab by clicking on the "Open in Colab" badge.
We create polynomial featuremaps and sinusoidal feature maps. We have two sinsoidally distributed datasets - large (70 points) and small (6 points) . We see that sinusoidal feature maps are better at fitting a sine wave to the data.
