feat(plot): add functions to plot distributions of particle data #4
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Add `ozzy.plot.hist` and `ozzy.plot.hist_proj` to easily plot density distributions (histograms) of particle data, taking advantage of the seaborn functions [`seaborn.histplot`](https://seaborn.pydata.org/generated/seaborn.histplot.html) and [`seaborn.jointplot`](https://seaborn.pydata.org/generated/seaborn.jointplot.html). Previously it would have been necessary to bin the data first, and then plot, e.g.: ```python import ozzy as oz import ozzy.plot as oplt # A particle data Dataset ds = oz.Dataset(..., pic_data_type="part") ds_ps = ds.ozzy.get_phase_space(["p2", "x2"]) ds_ps["rho"].plot() ``` While now the following code is enough: ```python import ozzy as oz import ozzy.plot as oplt ds = oz.Dataset(..., pic_data_type='part') oplt.hist(ds, x="x2", y="p2") ```
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Add
ozzy.plot.histandozzy.plot.hist_projto easily plot density distributions (histograms) of particle data, taking advantage of the seaborn functionsseaborn.histplotandseaborn.jointplot.Previously it would have been necessary to bin the data first, and then plot, e.g.:
While now the following code is enough: