diff --git a/docs/diagrams/.$Class overview.drawio.bkp b/docs/diagrams/.$Class overview.drawio.bkp new file mode 100644 index 0000000000000000000000000000000000000000..d71ef7225131d441d745860aff7de4a2c792dfa5 --- /dev/null +++ b/docs/diagrams/.$Class overview.drawio.bkp @@ -0,0 +1,964 @@ +<mxfile host="Electron" modified="2024-04-24T13:20:35.182Z" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) draw.io/22.1.11 Chrome/114.0.5735.289 Electron/25.9.8 Safari/537.36" etag="yF3UWZAVG7IacsJBd-44" version="22.1.11" type="device" pages="4"> + <diagram name="Class and function structure" id="efOe0Jku58RX-i1bv-3b"> + <mxGraphModel dx="2921" dy="823" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0"> + <root> + <mxCell id="0" /> + <mxCell id="1" parent="0" /> + <mxCell id="xary-zVek9Bg-A1b1ZmA-22" value="<p style="margin:0px;margin-top:4px;text-align:center;"><b>MCMC</b></p><hr size="1"><div style="height:2px;"></div>" style="verticalAlign=top;align=left;overflow=fill;fontSize=12;fontFamily=Helvetica;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="1270" y="360" width="770" height="380" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-1" value="_kernel_rbf" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="1020" y="200" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-2" value="_logpdf" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="820" y="140" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-10" value="<p style="margin:0px;margin-top:4px;text-align:center;"><b>BayesInf</b></p><hr size="1"><div style="height:2px;"></div>" style="verticalAlign=top;align=left;overflow=fill;fontSize=12;fontFamily=Helvetica;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="-120" y="290" width="1310" height="680" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-24" value="if self.bootstrap <br>or self.bayes_loocv <br>or self.just_analysis" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=1;entryY=0.5;entryDx=0;entryDy=0;labelBackgroundColor=#ffae00;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-13" edge="1"> + <mxGeometry x="0.2902" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-31" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-18" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-42" value="if self.name != 'valid'<br>and self.inference_method != 'rejection'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=default;" parent="xary-zVek9Bg-A1b1ZmA-31" vertex="1" connectable="0"> + <mxGeometry x="0.5646" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-32" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="HiMKSJFquRK0mIlwyRFI-5" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-43" value="if self.inference_method == 'mcmc'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="xary-zVek9Bg-A1b1ZmA-32" vertex="1" connectable="0"> + <mxGeometry x="-0.0958" y="-1" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-33" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.75;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-19" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-52" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#C2C2C2;" parent="xary-zVek9Bg-A1b1ZmA-33" vertex="1" connectable="0"> + <mxGeometry x="-0.112" y="1" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-21" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-47" value="if self.plot_post_pred" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="xary-zVek9Bg-A1b1ZmA-34" vertex="1" connectable="0"> + <mxGeometry x="0.2399" y="-1" relative="1" as="geometry"> + <mxPoint y="1" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-35" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-20" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-46" value="if self.plot_map_pred" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="xary-zVek9Bg-A1b1ZmA-35" vertex="1" connectable="0"> + <mxGeometry x="0.4183" y="-1" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-54" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-53" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-55" value="if self.bootstrap" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#FF9A03;" parent="xary-zVek9Bg-A1b1ZmA-54" vertex="1" connectable="0"> + <mxGeometry x="0.1816" y="3" relative="1" as="geometry"> + <mxPoint x="1" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-57" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-56" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-58" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#FF9A03;" parent="xary-zVek9Bg-A1b1ZmA-57" vertex="1" connectable="0"> + <mxGeometry x="0.7182" y="2" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-60" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.25;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-59" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-61" value="if self.error_model<br>and self.name == 'calib'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="xary-zVek9Bg-A1b1ZmA-60" vertex="1" connectable="0"> + <mxGeometry x="0.3024" y="2" relative="1" as="geometry"> + <mxPoint x="67" y="1" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-54" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="HiMKSJFquRK0mIlwyRFI-51" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-55" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#FF9A03;" parent="HiMKSJFquRK0mIlwyRFI-54" vertex="1" connectable="0"> + <mxGeometry x="0.8253" y="3" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-9" value="create_inference" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1"> + <mxGeometry x="405" y="539" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-25" value="if len(self.perturbed_data) == 0" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="xary-zVek9Bg-A1b1ZmA-13" target="xary-zVek9Bg-A1b1ZmA-14" edge="1"> + <mxGeometry x="0.3402" relative="1" as="geometry"> + <mxPoint y="1" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-27" value="if not self.emulator" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-13" target="xary-zVek9Bg-A1b1ZmA-15" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-29" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-13" target="xary-zVek9Bg-A1b1ZmA-16" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-44" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#cdcbcb;" parent="xary-zVek9Bg-A1b1ZmA-29" vertex="1" connectable="0"> + <mxGeometry x="0.4722" y="1" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-13" target="xary-zVek9Bg-A1b1ZmA-17" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-41" value="if self.emulator" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="xary-zVek9Bg-A1b1ZmA-30" vertex="1" connectable="0"> + <mxGeometry x="0.6143" y="-3" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-62" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="xary-zVek9Bg-A1b1ZmA-13" target="xary-zVek9Bg-A1b1ZmA-59" edge="1"> + <mxGeometry relative="1" as="geometry"> + <mxPoint x="340" y="680" as="targetPoint" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-63" value="if self.error_model<br>and self.name == 'valid'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=default;" parent="xary-zVek9Bg-A1b1ZmA-62" vertex="1" connectable="0"> + <mxGeometry x="-0.3906" relative="1" as="geometry"> + <mxPoint y="121" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-13" value="perform_bootstrap" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="50" y="335" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-14" value="_perturb_data" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="-75" y="460" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-15" value="_eval_model" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="1050" y="660" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-38" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-16" target="xary-zVek9Bg-A1b1ZmA-1" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-49" value="if hasattr bias_inputs&nbsp;<br>and not hasattr error_model" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#ffae00;" parent="xary-zVek9Bg-A1b1ZmA-38" vertex="1" connectable="0"> + <mxGeometry x="0.3126" y="-3" relative="1" as="geometry"> + <mxPoint x="-103" y="31" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-39" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-16" target="xary-zVek9Bg-A1b1ZmA-2" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-16" value="normpdf" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="650" y="455" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-40" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-17" target="xary-zVek9Bg-A1b1ZmA-2" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-50" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#cdcbcb;" parent="xary-zVek9Bg-A1b1ZmA-40" vertex="1" connectable="0"> + <mxGeometry x="-0.6073" y="-5" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-17" value="_corr_factor_BME" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="650" y="385" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-18" value="_rejection_sampling" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="280" y="890" width="120" height="50" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-26" value="if not self.emulator&nbsp;<br>and not self.inference_method == 'rejection'&nbsp;<br>and self.name == 'calib" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-19" target="xary-zVek9Bg-A1b1ZmA-15" edge="1"> + <mxGeometry x="-0.0559" y="15" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-37" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-19" target="xary-zVek9Bg-A1b1ZmA-1" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-48" value="if sigma2_prior is not None<br>and if hasattr bias_inputs<br>and if not hasattr error_model" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#ffae00;" parent="xary-zVek9Bg-A1b1ZmA-37" vertex="1" connectable="0"> + <mxGeometry x="-0.5544" y="-1" relative="1" as="geometry"> + <mxPoint x="1" y="-5" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-19" value="_posterior_predictive" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="690" y="589" width="130" height="50" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-20" target="xary-zVek9Bg-A1b1ZmA-15" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-45" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#cdcbcb;" parent="xary-zVek9Bg-A1b1ZmA-28" vertex="1" connectable="0"> + <mxGeometry x="0.0517" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-20" value="_plot_max_a_posteriori" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="495" y="790" width="140" height="50" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-21" value="plot_post_predictive" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="630" y="720" width="120" height="50" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-36" value="Note: Arrows indicate function calls, beginning calls the end" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1"> + <mxGeometry x="10" y="10" width="190" height="30" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-51" value="Color meanings:<br><span style="white-space: pre;">	</span>red: wrong, change<br><span style="white-space: pre;">	</span>orange: seems off, look at again<br><span style="white-space: pre;">	</span>light beige: has been removed" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1"> + <mxGeometry x="20" y="70" width="220" height="30" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-53" value="plot_log_BME" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="150" y="820" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-56" value="plot_post_params" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="660" y="840" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="xary-zVek9Bg-A1b1ZmA-59" value="create_error_model" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="45" y="740" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-1" value="_check_ranges" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="1595" y="280" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-2" value="gelman_rubin" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="1350" y="250" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-3" value="_iterative_scheme" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" vertex="1"> + <mxGeometry x="2055" y="620" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" source="HiMKSJFquRK0mIlwyRFI-4" target="HiMKSJFquRK0mIlwyRFI-2" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-24" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" source="HiMKSJFquRK0mIlwyRFI-4" target="HiMKSJFquRK0mIlwyRFI-11" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-4" value="_my_ESS" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" vertex="1"> + <mxGeometry x="1350" y="100" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-14" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=0;entryY=0.5;entryDx=0;entryDy=0;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-5" target="HiMKSJFquRK0mIlwyRFI-8" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-5" target="HiMKSJFquRK0mIlwyRFI-10" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-22" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-5" target="HiMKSJFquRK0mIlwyRFI-2" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-53" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.25;exitY=1;exitDx=0;exitDy=0;entryX=1;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-5" target="HiMKSJFquRK0mIlwyRFI-52" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-56" value="if opts_sigma != 'B'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#FF9A03;" parent="HiMKSJFquRK0mIlwyRFI-53" vertex="1" connectable="0"> + <mxGeometry x="0.7377" y="1" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-5" value="run_sampler" style="rounded=0;whiteSpace=wrap;html=1;strokeWidth=2;" parent="1" vertex="1"> + <mxGeometry x="1350" y="534" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-20" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-6" target="HiMKSJFquRK0mIlwyRFI-1" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-6" value="log_prior" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="1595" y="510" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-7" target="HiMKSJFquRK0mIlwyRFI-9" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-16" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HiMKSJFquRK0mIlwyRFI-15" vertex="1" connectable="0"> + <mxGeometry x="0.0246" y="2" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-7" value="log_likelihood" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="1760" y="539" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-12" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-8" target="HiMKSJFquRK0mIlwyRFI-6" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-17" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HiMKSJFquRK0mIlwyRFI-12" vertex="1" connectable="0"> + <mxGeometry x="0.4587" y="4" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-8" target="HiMKSJFquRK0mIlwyRFI-7" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-18" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HiMKSJFquRK0mIlwyRFI-13" vertex="1" connectable="0"> + <mxGeometry x="0.6826" y="4" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-8" value="log_posterior" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="1480" y="610" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-9" value="eval_model" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="1760" y="400" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-10" value="train_error_model" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="1450" y="420" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" source="HiMKSJFquRK0mIlwyRFI-11" target="HiMKSJFquRK0mIlwyRFI-3" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-11" value="marginal_llk_emcee" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" vertex="1"> + <mxGeometry x="1870" y="620" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-25" value="Never used!" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontColor=#CCC1AA;" parent="1" vertex="1"> + <mxGeometry x="1880" y="680" width="100" height="30" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-26" value="<p style="margin:0px;margin-top:4px;text-align:center;"><b>BayesModelComp</b></p><hr size="1"><div style="height:2px;"></div>" style="verticalAlign=top;align=left;overflow=fill;fontSize=12;fontFamily=Helvetica;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="-1096" y="380" width="840" height="420" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-27" target="HC1H8j6nMwEtLoyIrXXk-3" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.75;entryDx=0;entryDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-27" target="HC1H8j6nMwEtLoyIrXXk-1" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-14" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-27" target="HiMKSJFquRK0mIlwyRFI-31" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-27" value="model_comparison_all" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1"> + <mxGeometry x="-896" y="566" width="160" height="50" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-42" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-1" target="xary-zVek9Bg-A1b1ZmA-9" edge="1"> + <mxGeometry relative="1" as="geometry"> + <mxPoint x="-630" y="564" as="sourcePoint" /> + </mxGeometry> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-47" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HiMKSJFquRK0mIlwyRFI-42" vertex="1" connectable="0"> + <mxGeometry x="-0.4883" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-37" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="HiMKSJFquRK0mIlwyRFI-29" target="HiMKSJFquRK0mIlwyRFI-30" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-49" value="if perturbed_data is None" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HiMKSJFquRK0mIlwyRFI-37" vertex="1" connectable="0"> + <mxGeometry x="-0.0507" y="4" relative="1" as="geometry"> + <mxPoint x="-1" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-29" value="generate_dataset" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="-546" y="566" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-30" value="_perturb_data" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="-376" y="636" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-6" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-31" target="HC1H8j6nMwEtLoyIrXXk-1" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-10" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-31" target="HiMKSJFquRK0mIlwyRFI-33" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-11" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-31" target="HC1H8j6nMwEtLoyIrXXk-2" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-31" value="cal_model_weight" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1"> + <mxGeometry x="-871" y="466" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-32" value="plot_just_analysis" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="-871" y="736" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-33" value="plot_model_weights" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="-1016" y="416" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-34" value="plot_bayes_factor" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="-446" y="431" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-51" value="<p style="margin:0px;margin-top:4px;text-align:center;"><b>Discrepancy</b></p><hr size="1"><div style="height:2px;"></div>" style="verticalAlign=top;align=left;overflow=fill;fontSize=12;fontFamily=Helvetica;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="360" y="1039.82" width="200" height="130" as="geometry" /> + </mxCell> + <mxCell id="HiMKSJFquRK0mIlwyRFI-52" value="get_sample" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1"> + <mxGeometry x="400" y="1079.82" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.25;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-1" target="HiMKSJFquRK0mIlwyRFI-34" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-20" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-1" target="HC1H8j6nMwEtLoyIrXXk-17" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.75;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-1" target="HiMKSJFquRK0mIlwyRFI-29" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-1" value="calc_bayes_factors" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1"> + <mxGeometry x="-666" y="466" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-2" value="calc_model_weights" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="-1066" y="566" width="130" height="50" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-4" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-3" target="HiMKSJFquRK0mIlwyRFI-32" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-12" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-3" target="HC1H8j6nMwEtLoyIrXXk-2" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-16" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.75;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-3" target="xary-zVek9Bg-A1b1ZmA-9" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-23" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HC1H8j6nMwEtLoyIrXXk-16" vertex="1" connectable="0"> + <mxGeometry x="-0.5478" y="3" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-18" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.25;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-3" target="HC1H8j6nMwEtLoyIrXXk-17" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-22" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-3" target="HiMKSJFquRK0mIlwyRFI-29" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-3" value="calc_justifiability_analysis" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1"> + <mxGeometry x="-896" y="666" width="160" height="50" as="geometry" /> + </mxCell> + <mxCell id="HC1H8j6nMwEtLoyIrXXk-17" value="setup" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="-666" y="566" width="110" height="50" as="geometry" /> + </mxCell> + </root> + </mxGraphModel> + </diagram> + <diagram id="sQf09xvhinkT827TE7Va" name="Function structure Engine"> + <mxGraphModel dx="1357" dy="914" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0"> + <root> + <mxCell id="0" /> + <mxCell id="1" parent="0" /> + <mxCell id="JXjM7l_erEiZMkSmYBvl-1" value="<p style="margin:0px;margin-top:4px;text-align:center;"><b>Engine</b></p><hr size="1"><div style="height:2px;"></div>" style="verticalAlign=top;align=left;overflow=fill;fontSize=12;fontFamily=Helvetica;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="130" y="140" width="1390" height="690" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-2" value="hellinger_distance" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="1340" y="50" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-3" value="logpdf" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1"> + <mxGeometry x="1050" y="50" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-4" value="subdomain" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1"> + <mxGeometry x="625" y="50" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-5" value="start_engine" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="250" y="680" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-32" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-6" target="JXjM7l_erEiZMkSmYBvl-5" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-6" value="train_normal" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1"> + <mxGeometry x="170" y="420" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-10" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-7" target="JXjM7l_erEiZMkSmYBvl-9" edge="1"> + <mxGeometry relative="1" as="geometry"> + <mxPoint x="335" y="335" as="targetPoint" /> + </mxGeometry> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-33" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-7" target="JXjM7l_erEiZMkSmYBvl-6" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-7" value="train_sequential" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1"> + <mxGeometry x="170" y="310" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-8" value="eval_metamodel" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1"> + <mxGeometry x="190" y="210" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-7" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-9" target="JXjM7l_erEiZMkSmYBvl-18" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-9" target="JXjM7l_erEiZMkSmYBvl-23" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-20" value="if len(obs_data) != 0" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-19" vertex="1" connectable="0"> + <mxGeometry x="0.8137" relative="1" as="geometry"> + <mxPoint x="-57" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.25;entryY=1;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-9" target="JXjM7l_erEiZMkSmYBvl-24" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-22" value="if len(obs_data) != 0" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-21" vertex="1" connectable="0"> + <mxGeometry x="0.7684" y="3" relative="1" as="geometry"> + <mxPoint x="1" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-9" target="JXjM7l_erEiZMkSmYBvl-25" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-24" value="if expdes.valid_model_runs" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-23" vertex="1" connectable="0"> + <mxGeometry x="0.606" y="3" relative="1" as="geometry"> + <mxPoint x="-16" y="3" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-25" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-9" target="JXjM7l_erEiZMkSmYBvl-26" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-26" value="if mc_ref and pce" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-25" vertex="1" connectable="0"> + <mxGeometry x="0.7094" y="-3" relative="1" as="geometry"> + <mxPoint x="-31" y="-3" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-9" value="train_seq_design" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="315" y="310" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-12" value="util_VarBasedDesign" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1"> + <mxGeometry x="670" y="648" width="130" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.75;exitY=0;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-13" target="JXjM7l_erEiZMkSmYBvl-3" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-31" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="JXjM7l_erEiZMkSmYBvl-13" target="JXjM7l_erEiZMkSmYBvl-5" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-38" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.75;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-15" target="JXjM7l_erEiZMkSmYBvl-13" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-39" value="if method == 'bayesactdesign'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=default;" parent="JXjM7l_erEiZMkSmYBvl-38" vertex="1" connectable="0"> + <mxGeometry x="-0.6235" y="2" relative="1" as="geometry"> + <mxPoint x="289" y="2" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-12" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-13" target="JXjM7l_erEiZMkSmYBvl-21" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-15" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-12" vertex="1" connectable="0"> + <mxGeometry x="0.7865" y="4" relative="1" as="geometry"> + <mxPoint x="-91" y="185" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-13" value="util_BayesianActiveDesign" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1"> + <mxGeometry x="1020" y="680" width="150" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-14" target="JXjM7l_erEiZMkSmYBvl-6" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-14" target="JXjM7l_erEiZMkSmYBvl-21" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-16" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-13" vertex="1" connectable="0"> + <mxGeometry x="0.197" y="-3" relative="1" as="geometry"> + <mxPoint x="-1" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-14" value="utilBayesianDesign" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1"> + <mxGeometry x="880" y="730" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-37" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.25;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-15" target="JXjM7l_erEiZMkSmYBvl-12" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-42" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-15" target="JXjM7l_erEiZMkSmYBvl-14" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-43" value="if method == 'bayesoptdesign'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="JXjM7l_erEiZMkSmYBvl-42" vertex="1" connectable="0"> + <mxGeometry x="0.6143" y="-3" relative="1" as="geometry"> + <mxPoint x="3" y="29" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-15" value="run_util_func" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1"> + <mxGeometry x="660" y="450" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-36" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.25;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-16" target="JXjM7l_erEiZMkSmYBvl-12" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-41" value="if method == 'varoptdesign'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="JXjM7l_erEiZMkSmYBvl-36" vertex="1" connectable="0"> + <mxGeometry x="-0.5992" relative="1" as="geometry"> + <mxPoint x="-197" y="62" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-44" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="JXjM7l_erEiZMkSmYBvl-16" target="JXjM7l_erEiZMkSmYBvl-13" edge="1"> + <mxGeometry relative="1" as="geometry"> + <Array as="points"> + <mxPoint x="965" y="590" /> + <mxPoint x="1095" y="590" /> + </Array> + </mxGeometry> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-27" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="JXjM7l_erEiZMkSmYBvl-16" target="JXjM7l_erEiZMkSmYBvl-14" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-16" value="dual_annealing" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1"> + <mxGeometry x="910" y="450" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=1;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-17" target="JXjM7l_erEiZMkSmYBvl-18" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-6" value="if exploit _method is 'bayesoptdesign',<br style="border-color: var(--border-color);">'bayesactdesign' or 'varoptdesign'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-5" vertex="1" connectable="0"> + <mxGeometry x="0.1312" y="2" relative="1" as="geometry"> + <mxPoint x="17" y="-2" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-17" value="tradeoff_weights" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1"> + <mxGeometry x="980" y="210" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-18" target="JXjM7l_erEiZMkSmYBvl-4" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-1" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.75;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-18" target="JXjM7l_erEiZMkSmYBvl-15" edge="1"> + <mxGeometry relative="1" as="geometry"> + <mxPoint x="790" y="280.0000000000002" as="sourcePoint" /> + <mxPoint x="690" y="499.9999999999998" as="targetPoint" /> + </mxGeometry> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-2" value="if exploit _method is 'bayesoptdesign',<br>'bayesactdesign' or 'varoptdesign'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-1" vertex="1" connectable="0"> + <mxGeometry x="0.1579" relative="1" as="geometry"> + <mxPoint x="-15" y="49" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-3" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.75;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-18" target="JXjM7l_erEiZMkSmYBvl-16" edge="1"> + <mxGeometry relative="1" as="geometry"> + <mxPoint x="680" y="205.05882352941194" as="sourcePoint" /> + <mxPoint x="805" y="779.9999999999998" as="targetPoint" /> + </mxGeometry> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-4" value="if explore_method == 'dual annealing'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-3" vertex="1" connectable="0"> + <mxGeometry x="-0.6061" relative="1" as="geometry"> + <mxPoint x="270" y="46" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="JXjM7l_erEiZMkSmYBvl-18" target="JXjM7l_erEiZMkSmYBvl-20" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-10" value="if exploit_method == 'alphabetic'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-9" vertex="1" connectable="0"> + <mxGeometry x="0.8144" y="1" relative="1" as="geometry"> + <mxPoint x="74" y="-1" as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-18" value="choose_next_sample" style="html=1;whiteSpace=wrap;fillColor=#fad7ac;strokeColor=#b46504;" parent="1" vertex="1"> + <mxGeometry x="610" y="210" width="140" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-20" value="util_AlphOptDesign" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="330" y="210" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-21" value="_normpdf" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1"> + <mxGeometry x="1340" y="430" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-29" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="JXjM7l_erEiZMkSmYBvl-22" target="JXjM7l_erEiZMkSmYBvl-3" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-22" value="_corr_factor_BME" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1"> + <mxGeometry x="1130" y="220" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-23" value="_posteriorPlot" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="520" y="440" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-27" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-24" target="JXjM7l_erEiZMkSmYBvl-2" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-11" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-24" target="JXjM7l_erEiZMkSmYBvl-21" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-14" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-11" vertex="1" connectable="0"> + <mxGeometry x="0.0929" y="-1" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-17" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-24" target="JXjM7l_erEiZMkSmYBvl-22" edge="1"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="W5_FOelZ0qj-h3Gb0n3K-18" value="commented out?" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-17" vertex="1" connectable="0"> + <mxGeometry x="-0.1477" y="3" relative="1" as="geometry"> + <mxPoint as="offset" /> + </mxGeometry> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-24" value="_BME_Calculator" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="1340" y="220" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-25" value="_validError" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="520" y="510" width="110" height="50" as="geometry" /> + </mxCell> + <mxCell id="JXjM7l_erEiZMkSmYBvl-26" value="_error_Mean_Std" style="html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="520" y="580" width="110" height="50" as="geometry" /> + </mxCell> + </root> + </mxGraphModel> + </diagram> + <diagram id="ME5gyYpVqUByTnAIOcMV" name="Parameter and function interaction"> + <mxGraphModel dx="2049" dy="1366" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0"> + <root> + <mxCell id="0" /> + <mxCell id="1" parent="0" /> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-33" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-1" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-54" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-1" target="K5oJ7VEt7dPmeK6pba1f-53"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-61" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-1" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-1" value="engine" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="160" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-3" value="Discrepancy" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="240" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-71" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-4" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-4" value="emulator" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="320" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-37" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-5" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-57" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-5" target="K5oJ7VEt7dPmeK6pba1f-53"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-65" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-5" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-5" value="name" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="400" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-47" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-6" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-6" value="bootstrap" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="480" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-7" value="req_outputs" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="560" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-79" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-8" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-8" value="selected_indices" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="640" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-35" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-9" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-55" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-9" target="K5oJ7VEt7dPmeK6pba1f-53"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-67" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-9" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-9" value="prior_samples" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="720" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-36" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-11" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-68" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-11" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-11" value="n_prior_samples" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="800" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-38" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-12" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-80" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-12" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-12" value="measured_data" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="880" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-58" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-13" target="K5oJ7VEt7dPmeK6pba1f-53"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-13" value="inference_method" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="960" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-14" value="mcmc_params" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1040" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-63" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-15" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-15" value="perturbed_data" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1120" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-45" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-16" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-77" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-16" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-16" value="bayes_loocv" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1200" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-64" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-17" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-17" value="n_bootstrap_itrs" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1280" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-18" value="bootstrap_noise" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1360" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-46" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-19" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-78" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-19" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-19" value="just_analysis" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1440" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-20" value="valid_metrics" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1520" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-52" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-21" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-21" value="plot_post_pred" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1600" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-51" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-22" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-22" value="plot_map_pred" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1680" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-23" value="max_a_posteriori" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1760" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-24" value="corner_title_fmt" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1840" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-25" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-25" value="out_dir" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="1920" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-50" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-26" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-66" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-26" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-26" value="error_model" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2000" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-56" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-27" target="K5oJ7VEt7dPmeK6pba1f-53"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-72" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-27" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-27" value="bias_inputs" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2080" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-41" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-28" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-28" value="measurement_error" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2160" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-44" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-29" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-81" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-29" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-29" value="sigma2s" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2240" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-30" value="log_likes" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2320" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-82" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-31" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-31" value="dtype" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2400" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-32" value="create_inference" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="400" y="20" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-40" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-39" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-39" value="n_tot_measurement" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2480" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-43" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-42" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-42" value="Discrepancy" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2560" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-49" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-48" target="K5oJ7VEt7dPmeK6pba1f-32"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-59" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-48" target="K5oJ7VEt7dPmeK6pba1f-53"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-48" value="posterior_df" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2640" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-53" value="create_error_model" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="560" y="20" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-60" value="perform_bootstrap" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="720" y="20" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-75" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-69" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-69" value="__mean_pce_prior_pred" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2720" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-76" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-70" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-70" value="_std_pce_prior_pred" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2800" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-74" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-73" target="K5oJ7VEt7dPmeK6pba1f-60"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="K5oJ7VEt7dPmeK6pba1f-73" value="__model_prior_pred" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="40" y="2880" width="120" height="60" as="geometry" /> + </mxCell> + </root> + </mxGraphModel> + </diagram> + <diagram id="QgiNX2WXFOBDsDgzoFY9" name="Folder structure"> + <mxGraphModel dx="1206" dy="809" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0"> + <root> + <mxCell id="0" /> + <mxCell id="1" parent="0" /> + <mxCell id="KLYezTmecfuvBG8KQe-n-1" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="140" y="80" width="750" height="550" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-2" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="170" y="110" width="700" height="220" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-3" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="170" y="370" width="180" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-4" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="170" y="440" width="180" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-5" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="170" y="500" width="180" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-6" value="adaptPlot" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="190" y="150" width="70" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-7" value="apoly_construction" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="280" y="150" width="140" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-8" value="bayes_linear" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="440" y="150" width="90" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-9" value="engine" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="550" y="150" width="70" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-11" value="eval_rec_rule" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="640" y="150" width="100" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-12" value="exp_designs" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="760" y="150" width="90" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-13" value="exploration" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="190" y="210" width="80" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-14" value="glexindex" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="290" y="210" width="70" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-15" value="input_space" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="380" y="210" width="80" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-16" value="inputs" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="480" y="210" width="70" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-17" value="meta_model_engine" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="570" y="210" width="160" height="50" as="geometry" /> + </mxCell> + </root> + </mxGraphModel> + </diagram> +</mxfile> diff --git a/docs/diagrams/Class overview.drawio b/docs/diagrams/Class overview.drawio new file mode 100644 index 0000000000000000000000000000000000000000..71f61b11e1218098efadb41857f77606bde77a43 --- /dev/null +++ b/docs/diagrams/Class overview.drawio @@ -0,0 +1,196 @@ +<mxfile host="Electron" modified="2025-02-20T15:26:21.803Z" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) draw.io/22.1.11 Chrome/114.0.5735.289 Electron/25.9.8 Safari/537.36" etag="EegzUjxfMBOQtZ7PjhKJ" version="22.1.11" type="device" pages="2"> + <diagram id="QgiNX2WXFOBDsDgzoFY9" name="Folder structure"> + <mxGraphModel dx="1203" dy="807" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0"> + <root> + <mxCell id="0" /> + <mxCell id="1" parent="0" /> + <mxCell id="KLYezTmecfuvBG8KQe-n-1" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="140" y="80" width="750" height="550" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-2" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="170" y="110" width="700" height="220" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-3" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="170" y="370" width="180" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-4" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="170" y="440" width="180" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-5" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="170" y="500" width="180" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-6" value="adaptPlot" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="190" y="150" width="70" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-7" value="apoly_construction" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="280" y="150" width="140" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-8" value="bayes_linear" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="440" y="150" width="90" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-9" value="engine" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="550" y="150" width="70" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-11" value="eval_rec_rule" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="640" y="150" width="100" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-12" value="exp_designs" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="760" y="150" width="90" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-13" value="exploration" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="190" y="210" width="80" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-14" value="glexindex" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="290" y="210" width="70" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-15" value="input_space" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="380" y="210" width="80" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-16" value="inputs" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="480" y="210" width="70" height="50" as="geometry" /> + </mxCell> + <mxCell id="KLYezTmecfuvBG8KQe-n-17" value="meta_model_engine" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1"> + <mxGeometry x="570" y="210" width="160" height="50" as="geometry" /> + </mxCell> + </root> + </mxGraphModel> + </diagram> + <diagram id="PvffQ3xdZArITFdZcg14" name="Page-2"> + <mxGraphModel dx="1195" dy="797" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0"> + <root> + <mxCell id="0" /> + <mxCell id="1" parent="0" /> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-39" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#E0F6FF;dashed=1;strokeColor=none;" vertex="1" parent="1"> + <mxGeometry x="773" y="20" width="240" height="125" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-37" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#CCCCFF;dashed=1;strokeColor=none;" vertex="1" parent="1"> + <mxGeometry x="100" y="20" width="520" height="550" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-33" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=default;dashed=1;fillStyle=solid;opacity=30;" vertex="1" parent="1"> + <mxGeometry x="280" y="350" width="290" height="190" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-25" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-1" target="HQw0JdQt9Swr3L2nkqIL-2"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-26" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-1" target="HQw0JdQt9Swr3L2nkqIL-3"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-1" value="InputSpace" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="130" y="360" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-24" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-2" target="HQw0JdQt9Swr3L2nkqIL-7"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-2" value="ExpDesign" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="130" y="200" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-3" target="HQw0JdQt9Swr3L2nkqIL-7"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-29" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-6" target="HQw0JdQt9Swr3L2nkqIL-7"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-6" value="Model" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="350" y="40" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-22" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-7" target="HQw0JdQt9Swr3L2nkqIL-8"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-7" value="Engine" style="rounded=0;whiteSpace=wrap;html=1;strokeWidth=1.2;" vertex="1" parent="1"> + <mxGeometry x="450" y="200" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-8" value="PostProcessing" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="793" y="60" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-31" value="" style="group" vertex="1" connectable="0" parent="1"> + <mxGeometry x="295" y="360" width="260" height="160" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-3" value="MetaModel" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-31"> + <mxGeometry x="60" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" edge="1" parent="HQw0JdQt9Swr3L2nkqIL-31" source="HQw0JdQt9Swr3L2nkqIL-4" target="HQw0JdQt9Swr3L2nkqIL-3"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-4" value="GPE" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-31"> + <mxGeometry x="140" y="100" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-27" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" edge="1" parent="HQw0JdQt9Swr3L2nkqIL-31" source="HQw0JdQt9Swr3L2nkqIL-5" target="HQw0JdQt9Swr3L2nkqIL-3"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-5" value="PCE" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-31"> + <mxGeometry y="100" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-40" value="Surrogate construction" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=15;fontStyle=1" vertex="1" parent="1"> + <mxGeometry x="120" y="30" width="170" height="30" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-42" value="Surrogate postprocessing" style="text;html=1;strokeColor=none;fillColor=none;align=right;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=15;fontStyle=1" vertex="1" parent="1"> + <mxGeometry x="803" y="30" width="190" height="30" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-44" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.75;entryY=0;entryDx=0;entryDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-7" target="HQw0JdQt9Swr3L2nkqIL-7"> + <mxGeometry relative="1" as="geometry"> + <Array as="points"> + <mxPoint x="590" y="230" /> + <mxPoint x="590" y="170" /> + <mxPoint x="540" y="170" /> + </Array> + </mxGeometry> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-45" value="sequential training" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="1"> + <mxGeometry x="540" y="130" width="60" height="30" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-38" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#CCDBFF;dashed=1;strokeColor=none;" vertex="1" parent="1"> + <mxGeometry x="624" y="260" width="660" height="310" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-35" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=default;dashed=1;fillStyle=solid;opacity=30;" vertex="1" parent="1"> + <mxGeometry x="954" y="290" width="310" height="190" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-9" value="BayesInf" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="794" y="350" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-10" value="Bayesian model comparison" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="794" y="490" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-18" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-9" target="HQw0JdQt9Swr3L2nkqIL-10"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-20" target="HQw0JdQt9Swr3L2nkqIL-9"> + <mxGeometry relative="1" as="geometry"> + <mxPoint x="684" y="450" as="sourcePoint" /> + </mxGeometry> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-17" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-12" target="HQw0JdQt9Swr3L2nkqIL-9"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-20" value="Observation" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1"> + <mxGeometry x="634" y="350" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-32" value="" style="group" vertex="1" connectable="0" parent="1"> + <mxGeometry x="964" y="300" width="290" height="170" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-12" value="PostSampler" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-32"> + <mxGeometry y="50" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;entryX=1;entryY=0.5;entryDx=0;entryDy=0;" edge="1" parent="HQw0JdQt9Swr3L2nkqIL-32" source="HQw0JdQt9Swr3L2nkqIL-13" target="HQw0JdQt9Swr3L2nkqIL-12"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-13" value="MCMC" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-32"> + <mxGeometry x="170" y="110" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-16" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="HQw0JdQt9Swr3L2nkqIL-32" source="HQw0JdQt9Swr3L2nkqIL-14" target="HQw0JdQt9Swr3L2nkqIL-12"> + <mxGeometry relative="1" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-14" value="RejSampler" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-32"> + <mxGeometry x="170" width="120" height="60" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-41" value="Bayesian analysis" style="text;html=1;strokeColor=none;fillColor=none;align=right;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=15;fontStyle=1" vertex="1" parent="1"> + <mxGeometry x="1114" y="530" width="150" height="30" as="geometry" /> + </mxCell> + <mxCell id="HQw0JdQt9Swr3L2nkqIL-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-7" target="HQw0JdQt9Swr3L2nkqIL-9"> + <mxGeometry relative="1" as="geometry"> + <mxPoint x="630" y="300" as="sourcePoint" /> + </mxGeometry> + </mxCell> + </root> + </mxGraphModel> + </diagram> +</mxfile>