Examples

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Note

The examples are selected to show how to use lightkde and to illustrate some cases where it outperforms rule-of-thumb bandwidth selection based approaches like scipy.stats.gaussian_kde. For many cases, the rule-of-thumb bandwidth selection approaches work well.

1D bimodal example

1D bimodal example

1D truncated unimodal example

1D truncated unimodal example

2D bimodal example

2D bimodal example

2D truncated unimodal example

2D truncated unimodal example