Resampler should handle smart intervals

[fatmatto]

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Summary
When resampling, it is useful to pass a smarter resampling interval instead of a number of milliseconds, for example passing the string "month" would be useful since it is not a constant interval.

*Example

const resampled = tf.resample({
  operation: "sum",
  interval: 'month'
})