public StreamMovingAverageInterpolater(IEnumerable <double> ys, int order = 10)
{
this.Ys = ys;
this.Order = order;
this.Currents = new List <double>();
YEnumer = Ys.GetEnumerator();
}
public Zs(int ys, int xs)
{
int i = 0;
y = new Ys[ys];
for (i = 0; i < ys; i++)
{
y[i] = new Ys(xs);
}
}
public void ReadTestingInfo()
{
TobiiCSVRead(Name, tobiiList);
Dictionary <long, double> avgs = CompactifyTobiiList(tobiiList, SmoothInterval);
foreach (var item in avgs)
{
Ys.Add(item.Value);
Xs.Add(item.Key);
}
}
public FallModelingResultViewModel(List <double> ts, List <double> ys, List <double> vs)
{
for (int i = 0; i < ts.Count; ++i)
{
Ys.Add(new ObservablePoint(ts[i], ys[i]));
Vs.Add(new ObservablePoint(ts[i], vs[i]));
}
Collection.Add(new LineSeries()
{
Values = Ys
});
}
public double TotalSS()
{
// compute total sum of squares
double ybar = Ys.Average();
double sst = 0;
for (int i = Ys.GetLowerBound(0); i <= Ys.GetUpperBound(0); i++)
{
sst += Math.Pow(Ys[i] - ybar, 2);
}
return(sst);
}
public void AddLedgerline(double newY, double gap)
{
if (Ys.Count == 0)
{
_top = newY - (gap / 2F);
_bottom = newY + (gap / 2F);
}
else
{
_bottom = newY + (gap / 2F);
}
Ys.Add(newY);
}
public void updateFlight(CAT10 listcat10, int i)
{
if (this.callsign == null && listcat10.TargetID != null)
{
this.callsign = listcat10.TargetID;
}
packages.Add(i);
Xs.Add(Convert.ToDouble(listcat10.Xcomponent));
Ys.Add(Convert.ToDouble(listcat10.Ycomponent));
fls.Add(listcat10.FlightLevel);
Vxs.Add(Convert.ToDouble(listcat10.Vx));
Vys.Add(Convert.ToDouble(listcat10.Vy));
TODs.Add(listcat10.TimeOfDay);
}
public void updateFlight(CAT20 listcat20, int i)
{
if (this.callsign == null && listcat20.callsign != null)
{
this.callsign = listcat20.callsign;
}
packages.Add(i);
Xs.Add(listcat20.X);
Ys.Add(listcat20.Y);
fls.Add(listcat20.FL[2]);
Vxs.Add(listcat20.Vx);
Vys.Add(listcat20.Vy);
TODs.Add(listcat20.TOD);
}
public void Update()
{
int tempX = HeadX;
int tempY = HeadY;
HeadX = HeadX + XDir;
HeadY = HeadY + YDir;
Xs.Insert(0, tempX);
Ys.Insert(0, tempY);
Render(Xs[Xs.Count - 1], Ys[Ys.Count - 1], HeadX, HeadY);
Xs.RemoveAt(Xs.Count - 1);
Ys.RemoveAt(Ys.Count - 1);
}
public Flight(CAT10 listcat10, int i)
{
this.callsign = listcat10.TargetID;
this.CAT = 20;
this.tracknumber = listcat10.TrackNumber;
this.messagetype = listcat10.MessageType;
this.SIC = Convert.ToInt32(listcat10.SICnum);
this.SAC = Convert.ToInt32(listcat10.SACnum);
packages.Add(i);
Xs.Add(Convert.ToDouble(listcat10.Xcomponent));
Ys.Add(Convert.ToDouble(listcat10.Ycomponent));
fls.Add(listcat10.FlightLevel);
Vxs.Add(Convert.ToDouble(listcat10.Vx));
Vys.Add(Convert.ToDouble(listcat10.Vy));
TODs.Add(listcat10.TimeOfDay);
}
public Flight(CAT20 listcat20, int i)
{
this.callsign = listcat20.callsign;
this.CAT = 20;
this.tracknumber = listcat20.TrackNum;
this.messagetype = "MLAT";
this.SIC = listcat20.SIC;
this.SAC = listcat20.SAC;
packages.Add(i);
Xs.Add(listcat20.X);
Ys.Add(listcat20.Y);
fls.Add(listcat20.FL[2]);
Vxs.Add(listcat20.Vx);
Vys.Add(listcat20.Vy);
TODs.Add(listcat20.TOD);
}
public FallModelingResultViewModel(List <double> ts, List <double> ys, List <double> vs, List <double> ays, List <double> avs)
{
for (int i = 0; i < ts.Count; ++i)
{
Ys.Add(new ObservablePoint(ts[i], ys[i]));
Vs.Add(new ObservablePoint(ts[i], vs[i]));
AnaliticalYs.Add(new ObservablePoint(ts[i], ays[i]));
AnaliticalVs.Add(new ObservablePoint(ts[i], avs[i]));
}
Collection.Add(new LineSeries()
{
Values = Ys
});
Collection.Add(new LineSeries()
{
Values = AnaliticalYs
});
hasAnaliticalSolution = true;
}
void addY(int val)
{
if (Ys.Count > 0)
{
int lastY = Ys[Ys.Count - 1];
if (val > lastY)
{
for (int i = lastY; i < val; i++)
{
Ys.Add(i);
Xs.Add(curX += 1);
}
}
else if (val < lastY)
{
for (int i = lastY; i > val; i--)
{
Ys.Add(i);
Xs.Add(curX += 1);
}
}
else
{
Xs.Add(curX += 1);
Ys.Add(val);
}
}
else
{
Ys.Add(1);
Xs.Add(curX += 1);
}
if (Xs.Count > pictureBox1.Width)
{
Xs.RemoveAt(0);
Ys.RemoveAt(0);
difference++;
}
}
public void Grow(Fruit fruit)
{
Ys.Insert(0, fruit.Y);
Xs.Insert(0, fruit.X);
Render(fruit.X, fruit.Y);
}
public int N()
{
return(Ys.Count());
}
void UpdateTreatmentGraphWithResidualData(bool OnlyShowFitted = false, bool ShowLinearResiduals = false, bool showQuadResiduals = false)
{
this.Cursor = Cursors.WaitCursor;
try
{
GraphPane Graph = plotTreatments.GraphPane;
Graph.CurveList.Clear();
Graph.Title.Text = "Growth Plots";
Graph.XAxis.Title.Text = "Hours";
Graph.YAxis.Title.Text = "Residuals";
Graph.Legend.Position = LegendPos.InsideTopLeft;
Graph.Legend.FontSpec.Size = 8f;
Graph.Legend.IsHStack = true;
SymbolType SymboltoUse = SymbolType.Circle;
Dictionary <string, GrowthCurve> curData = GetDictionaryOfGrowthRateData();
for (int i = 1; i < SelectablePlateMap.MAX_GROUP_ASSIGNMENTS; i++)
{
Color groupColor;
var curNames = selectablePlateMap1.GetNamesOfWellsAssignedToGroup(i, out groupColor);
string GroupName = "";
if (TreatmentTextBoxes[i] != null)
{
GroupName = TreatmentTextBoxes[i].Text;
}
if (GroupName == "")
{
GroupName = "Treatment: " + i.ToString();
}
foreach (string name in curNames)
{
if (curData.ContainsKey(name))
{
GrowthCurve GD = curData[name];
PointPairList XY;
List <double> Xs;
List <double> Ys;
if (ShowLinearResiduals)
{
Xs = new List <double>();
Ys = new List <double>();
if (GD.LinFit != null)
{
Xs.AddRange(GD.LinFit.X);
Ys.AddRange(GD.LinFit.ReturnResidualsAfterExpTransform());
}
}
else if (showQuadResiduals)
{
Xs = new List <double>();
Ys = new List <double>();
if (GD.QuadModel != null && GD.QuadModel.SuccessfulFit)
{
Xs.AddRange(GD.QuadModel.X);
Ys.AddRange(GD.QuadModel.ReturnResidualsAfterExpTransform);
}
}
else
{
GD.GetResiduals(OnlyShowFitted, out Xs, out Ys);
XY = new PointPairList(Xs.ToArray(), Ys.ToArray());
//GD.LinFit.GetResiduals(out Xs, out Ys);
}
XY = new PointPairList(Xs.ToArray(), Ys.ToArray());
Graph.AddCurve(GroupName, XY, groupColor, SymboltoUse);
}
}
}
if (chkTreatLegend.Checked)
{
Graph.Legend.IsVisible = true;
}
else
{
Graph.Legend.IsVisible = false;
}
Graph.XAxis.Scale.MaxGrace = .05;
plotTreatments.AxisChange();
plotTreatments.Invalidate();
this.Cursor = Cursors.Default;
}
catch (Exception thrown)
{ MessageBox.Show("Could not make graph, talk to nigel.\n\nError is:\n" + thrown.Message, "Graph Error", MessageBoxButtons.OK, MessageBoxIcon.Error); }
finally { this.Cursor = Cursors.Default; }
}
