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Plot Feature Volatility (#115)

* WIP: updating to latest vega (@thermokarst)

* WIP: roughing in new visualizer + utils (@thermokarst)

* WIP: left plot is ready to rock (@thermokarst)

* WIP: adding in a 0-rule (@thermokarst)

* feature volatility formatting (@nbokulich)

* default metric top importance + new metric: net avg change (@nbokulich)

* feature_volatility plugin setup descriptions (@nbokulich)

* adjust rule weight (@nbokulich)

* unit test for plot_feature_volatility (@nbokulich)

* SQUASH: formatting tweaks (@thermokarst)

* ctrl chart x scale is not nice anymore (to fix legend padding issue) (@nbokulich)

* fixed nan issue in volatility (@nbokulich)

* fixes per review of @thermokarst (@nbokulich)

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