public static void TwinTwinPlot(
Dictionary <string, IEnumerable <double> > y1,
Dictionary <string, IEnumerable <double> > y2,
string title,
string xlabel,
string y1Label,
string y2Label,
bool show = false)
{
var series1 = y1.Select(ia => (ISeries)(new LineSeries {
Label = ia.Key, X = ia.Value
})).ToArray();
var series2 = y2.Select(ia => (ISeries)(new LineSeries {
Label = ia.Key, X = ia.Value
})).ToArray();
// Turn on color cycling for both series
series1[0].Color = "next(palette)";
series2[0].Color = "next(palette)";
// Here we build the plotting script for the second plot (without the pre/postamble),
// so we can append it to the script for the first plot
var plotter2 = new Plotter {
XLabel = xlabel, YLabel = y2Label, Series = series2, TwinX = true
};
plotter2.BuildScript();
// TODO: http://matplotlib.org/examples/api/two_scales.html
var plotter1 = new Plotter
{
Title = title,
XLabel = xlabel,
YLabel = y1Label,
Series = series1,
Python = PythonPath,
Show = show,
Tight = true
};
plotter1.Plot(plotter2.Script);
}
/// <summary>
/// Plot errors with evidence on twinx
/// </summary>
public static void PlotErrorsWithEvidence(IList <double> bases, IList <double> errors, IList <double> evidence, bool show = false)
{
// Here we're going to customise the Plotter.TwinPlot function
const string title = "Effect of number of bases";
const string xlabel = "#bases";
const string y1Label = "Reconstruction error";
const string y2Label = "Log Evidence";
var series1 = new ISeries[] { new LineSeries {
X = bases, Y = errors, Color = "next(palette)", Label = "Reconstruction error"
} };
var series2 = new ISeries[] { new LineSeries {
X = bases, Y = evidence, Color = "next(palette)", Label = "Evidence"
} };
// Here we build the plotting script for the second plot (without the pre/postamble),
// so we can append it to the script for the first plot
var plotter2 = new Plotter {
XLabel = xlabel, YLabel = y2Label, Series = series2, TwinX = true
};
plotter2.BuildScript();
// TODO: http://matplotlib.org/examples/api/two_scales.html
var plotter1 = new Plotter
{
Title = title,
XLabel = xlabel,
YLabel = y1Label,
Series = series1,
Python = PythonPath,
ScriptName = Path.Combine(ScriptPath, "EffectOfBases"),
FigureName = Path.Combine(FigurePath, "EffectOfBases"),
Show = show
};
plotter1.Plot(plotter2.Script);
}