public static void Run(LearningArguments _arguments)
{
arguments = _arguments;
baseMaker = _arguments.BaseMaker;
baseMaker.Generate();
table = new UserControl
{
Dock= DockStyle.Left,
Size=new Size(400,400)
};
success = new HistoryChart
{
Lines = {
new HistoryChartValueLine
{
DataFunction = { Color = Color.Blue },
}
},
Dock = DockStyle.Right,
Size = new Size(400, 400)
};
form = new Form()
{
Text = "Symbols recognition",
ClientSize=new Size(800,400),
Controls=
{
table,
success
}
};
new Action(Learn).BeginInvoke(null, null);
Application.Run(form);
}
static void Main()
{
Weights=Enumerable.Range(0,Count).Select(z=>rnd.Next(MaxWeight)).ToArray();
if (Weights.Sum() % 2 != 0) Weights[0]++;
form = new Form();
var table = new TableLayoutPanel() { Dock = DockStyle.Fill, RowCount = 2, ColumnCount = 1 };
valuationsChart = new HistoryChart
{
Lines =
{
new HistoryChartValueLine { DataFunction = { Color = Color.Green, BorderWidth=2 }},
new HistoryChartValueLine { DataFunction = { Color = Color.Orange, BorderWidth=2 }},
},
Max = 1,
Dock = DockStyle.Fill
};
agesChart = new HistoryChart
{
Lines = { new HistoryChartValueLine { DataFunction = { Color = Color.Blue, BorderWidth=2 } } },
Dock = DockStyle.Fill,
Max=100
};
table.Controls.Add(valuationsChart,0,0);
table.Controls.Add(agesChart,0,1);
for (int i = 0; i < 2; i++)
{
table.RowStyles.Add(new RowStyle { SizeType = SizeType.Percent, Height = 50 });
}
form.Controls.Add(table);
form.WindowState = FormWindowState.Maximized;
new Thread(Algorithm) { IsBackground = true }.Start();
Application.Run(form);
}
static void Main()
{
task.Prepare();
var targetFunction = new Series()
{
ChartType = SeriesChartType.Line,
Color = Color.Red,
BorderWidth = 2
};
for (int i = 0; i < task.Inputs.Length; i++)
targetFunction.Points.Add(new DataPoint(task.Inputs[i][0], task.Answers[i][0]));
computedFunction = new Series()
{
ChartType = SeriesChartType.Line,
Color = Color.Green,
BorderWidth = 2
};
history = new HistoryChart
{
Max = task.MaxError,
DotsCount=200,
Lines =
{
new HistoryChartValueLine
{
DataFunction = { Color = Color.Blue }
}
},
Dock = DockStyle.Bottom
};
form = new Form()
{
Text = task.GetType().Name,
Size = new Size(800, 600),
FormBorderStyle = FormBorderStyle.FixedDialog,
Controls =
{
new Chart
{
ChartAreas =
{
new ChartArea
{
AxisX=
{
Minimum = task.Inputs.Min(z=>z[0]),
Maximum = task.Inputs.Max(z=>z[0])
},
AxisY=
{
Minimum = Math.Min(-1.5,task.Answers.Min(z=>z[0])),
Maximum = Math.Max(1.5, task.Answers.Max(z=>z[0]))
}
}
},
Series = { targetFunction, computedFunction },
Dock= DockStyle.Top
},
history
}
};
task.UpdateCharts += (s, a) => form.BeginInvoke(new Action(UpdateCharts));
new Action(task.Learn).BeginInvoke(null, null);
Application.Run(form);
}
protected virtual void PrepareCharts()
{
var learningPoints = new Series()
{
ChartType = SeriesChartType.Point,
Color = Color.Red,
MarkerSize = 10
};
for (int i = 0; i < LearningInputs.Length; i++)
learningPoints.Points.Add(new DataPoint(LearningInputs[i][0], LearningAnswers[i][0]));
computedFunction = new Series() { MarkerSize = 10, Color = Color.Green, ChartType = SeriesChartType.Point };
AreaChart = new Chart
{
ChartAreas = { new ChartArea()
{
AxisY = {Maximum=1, Minimum=-1 }
}},
Series = { learningPoints, computedFunction },
Dock = DockStyle.Top
};
HistoryChart = new HistoryChart
{
Lines =
{
new HistoryChartValueLine { DataFunction = { Color = Color.Blue }},
},
Dock = DockStyle.Bottom,
Max=MaxError
};
}