This commit is contained in:
Miha Kralj
2024-09-30 06:46:07 -07:00
parent 148f0ea846
commit bdc01bff4a
28 changed files with 803 additions and 1053 deletions
-89
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@@ -1,89 +0,0 @@
namespace QuanTAlib;
public class Ama : AbstractBase
{
private readonly int Period;
private readonly CircularBuffer _buffer;
private readonly double _alpha; // Adaptive factor
private double _lastAfirma, _p_lastAfirma;
private double _lastError, _p_lastError;
public Ama(int period, double alpha = 0.1)
{
if (period < 1)
{
throw new ArgumentOutOfRangeException(nameof(period), "Period must be greater than or equal to 1.");
}
if (alpha <= 0 || alpha >= 1)
{
throw new ArgumentOutOfRangeException(nameof(alpha), "Alpha must be between 0 and 1 (exclusive).");
}
Period = period;
WarmupPeriod = period;
_buffer = new CircularBuffer(period);
_alpha = alpha;
Name = "Afirma";
WarmupPeriod = period;
Init();
}
public Ama(object source, int period, double alpha = 0.1) : this(period: period, alpha: alpha)
{
var pubEvent = source.GetType().GetEvent("Pub");
pubEvent?.AddEventHandler(source, new ValueSignal(Sub));
}
public override void Init()
{
base.Init();
_lastAfirma = 0;
_lastError = 0;
}
protected override void ManageState(bool isNew)
{
if (isNew)
{
_lastValidValue = Input.Value;
_index++;
_p_lastAfirma = _lastAfirma;
_p_lastError = _lastError;
}
else
{
_lastAfirma = _p_lastAfirma;
_lastError = _p_lastError;
}
}
/// <summary>
/// Core AFIRMA calculation
/// </summary>
protected override double Calculation()
{
double result;
ManageState(IsNew);
_buffer.Add(Input.Value, Input.IsNew);
if (_index < Period)
{
// Use simple average during warmup period
result = _buffer.Average();
}
else
{
// AFIRMA calculation
double sma = _buffer.Average();
double error = Input.Value - _lastAfirma;
double denominator = Math.Abs(error) + Math.Abs(_lastError);
double adaptiveFactor = denominator != 0 ? _alpha * Math.Abs(error) / denominator : _alpha;
result = sma + adaptiveFactor * (Input.Value - sma);
_lastError = error;
}
_lastAfirma = result;
IsHot = _index >= WarmupPeriod;
return result;
}
}
-1
View File
@@ -40,7 +40,6 @@ public class Mama : AbstractBase
public override void Init()
{
Fama = new TValue();
base.Init();
}
protected override void ManageState(bool isNew)
+12 -28
View File
@@ -1,7 +1,6 @@
namespace QuanTAlib;
public class T3 : AbstractBase
{
public class T3 : AbstractBase {
private readonly int _period;
private readonly bool _useSma;
private readonly double _k, _c1, _c2, _c3, _c4;
@@ -9,10 +8,8 @@ public class T3 : AbstractBase
private double _lastEma1, _lastEma2, _lastEma3, _lastEma4, _lastEma5, _lastEma6;
private double _p_lastEma1, _p_lastEma2, _p_lastEma3, _p_lastEma4, _p_lastEma5, _p_lastEma6;
public T3(int period, double vfactor = 0.7, bool useSma = true)
{
if (period < 1)
{
public T3(int period, double vfactor = 0.7, bool useSma = true) {
if (period < 1) {
throw new ArgumentException("Period must be greater than or equal to 1.", nameof(period));
}
_period = period;
@@ -37,15 +34,12 @@ public class T3 : AbstractBase
Init();
}
public T3(object source, int period, double vfactor = 0.7, bool useSma = true) : this(period, vfactor, useSma)
{
public T3(object source, int period, double vfactor = 0.7, bool useSma = true) : this(period, vfactor, useSma) {
var pubEvent = source.GetType().GetEvent("Pub");
pubEvent?.AddEventHandler(source, new ValueSignal(Sub));
}
public override void Init()
{
base.Init();
public override void Init() {
_lastEma1 = _lastEma2 = _lastEma3 = _lastEma4 = _lastEma5 = _lastEma6 = 0;
_buffer1.Clear();
_buffer2.Clear();
@@ -55,10 +49,8 @@ public class T3 : AbstractBase
_buffer6.Clear();
}
protected override void ManageState(bool isNew)
{
if (isNew)
{
protected override void ManageState(bool isNew) {
if (isNew) {
_lastValidValue = Input.Value;
_index++;
_p_lastEma1 = _lastEma1;
@@ -67,9 +59,7 @@ public class T3 : AbstractBase
_p_lastEma4 = _lastEma4;
_p_lastEma5 = _lastEma5;
_p_lastEma6 = _lastEma6;
}
else
{
} else {
_lastEma1 = _p_lastEma1;
_lastEma2 = _p_lastEma2;
_lastEma3 = _p_lastEma3;
@@ -80,18 +70,14 @@ public class T3 : AbstractBase
}
protected override double Calculation()
{
protected override double Calculation() {
ManageState(Input.IsNew);
double ema1, ema2, ema3, ema4, ema5, ema6;
if (_index == 1)
{
if (_index == 1) {
ema1 = ema2 = ema3 = ema4 = ema5 = ema6 = Input.Value;
}
else if (_index <= _period && _useSma)
{
} else if (_index <= _period && _useSma) {
_buffer1.Add(Input.Value, Input.IsNew);
ema1 = _buffer1.Average();
_buffer2.Add(ema1, Input.IsNew);
@@ -104,9 +90,7 @@ public class T3 : AbstractBase
ema5 = _buffer5.Average();
_buffer6.Add(ema5, Input.IsNew);
ema6 = _buffer6.Average();
}
else
{
} else {
ema1 = _k * (Input.Value - _lastEma1) + _lastEma1;
ema2 = _k * (ema1 - _lastEma2) + _lastEma2;
ema3 = _k * (ema2 - _lastEma3) + _lastEma3;