public override IEnumerable <(ICandle, ITradingAdviceCode)> AllForecasts(IEnumerable <ICandle> candles)
{
if (candles.Count() < MinNumberOfCandles)
{
throw new Exception("Number of candles less then expected");
}
List <(ICandle, ITradingAdviceCode)> result = new List <(ICandle, ITradingAdviceCode)>();
List <decimal?> ao = candles.AwesomeOscillator();
MacdItem macd = candles.Macd(5, 7, 4);
for (int i = 0; i < candles.Count(); i++)
{
if (i == 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
else if (ao[i] < 0 && ao[i - 1] > 0 && macd.Hist[i] < 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.SELL));
}
else if (ao[i] > 0 && ao[i - 1] < 0 && macd.Hist[i] > 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.BUY));
}
else
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
}
return(result);
}
public override IEnumerable <(ICandle, ITradingAdviceCode)> AllForecasts(IEnumerable <ICandle> candles)
{
if (candles.Count() < MinNumberOfCandles)
{
throw new Exception("Number of candles less then expected");
}
List <(ICandle, ITradingAdviceCode)> result = new List <(ICandle, ITradingAdviceCode)>();
MacdItem macd = candles.Macd(7, 12, 9);
StochItem stoch = candles.StochRsi(9, CandleVariableCode.CLOSE, 3, 3, TicTacTec.TA.Library.Core.MAType.Sma);
for (int i = 0; i < candles.Count(); i++)
{
if (macd.Macd[i] - macd.Signal[i] < 0 && stoch.K[i] > 70 && stoch.K[i] < stoch.D[i])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.SELL));
}
else if (macd.Macd[i] - macd.Signal[i] > 0 && stoch.K[i] < 30 && stoch.K[i] > stoch.D[i])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.BUY));
}
else
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
}
return(result);
}
public override IEnumerable <(ICandle, ITradingAdviceCode)> AllForecasts(IEnumerable <ICandle> candles)
{
if (candles.Count() < MinNumberOfCandles)
{
throw new Exception("Number of candles less then expected");
}
List <(ICandle, ITradingAdviceCode)> result = new List <(ICandle, ITradingAdviceCode)>();
MacdItem macd = candles.Macd(12, 26, 9);
List <decimal?> tema = candles.Tema(50);
List <decimal> close = candles.Select(x => x.Close).ToList();
for (int i = 0; i < candles.Count(); i++)
{
if (i == 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
else if (tema[i] < close[i] && tema[i - 1] > close[i - 1] && macd.Macd[i] > 0 && macd.Macd[i - 1] < 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.BUY));
}
else if (tema[i] > close[i] && tema[i - 1] < close[i - 1] && macd.Macd[i] < 0 && macd.Macd[i - 1] > 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.SELL));
}
else
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
}
return(result);
}
public override IEnumerable <(ICandle, ITradingAdviceCode)> AllForecasts(IEnumerable <ICandle> candles)
{
if (candles.Count() < MinNumberOfCandles)
{
throw new Exception("Number of candles less then expected");
}
List <(ICandle, ITradingAdviceCode)> result = new List <(ICandle, ITradingAdviceCode)>();
MacdItem macd = candles.Macd(12, 26, 9);
for (int i = 0; i < candles.Count(); i++)
{
if (i < 4)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
else if (macd.Macd[i] - macd.Signal[i] > 0 && macd.Hist[i] > macd.Hist[i - 1] && macd.Hist[i - 1] > macd.Hist[i - 2] && macd.Hist[i - 2] > macd.Hist[i - 3] && macd.Hist[i - 3] > macd.Hist[i - 4])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.BUY));
}
else if (macd.Macd[i] - macd.Signal[i] > 0 && macd.Hist[i] < macd.Hist[i - 1] && macd.Hist[i - 1] < macd.Hist[i - 2] && macd.Hist[i - 2] < macd.Hist[i - 3] && macd.Hist[i - 3] < macd.Hist[i - 4])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.SELL));
}
else
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
}
return(result);
}
public override IEnumerable <(ICandle, ITradingAdviceCode)> AllForecasts(IEnumerable <ICandle> candles)
{
if (candles.Count() < MinNumberOfCandles)
{
throw new Exception("Number of candles less then expected");
}
MacdCrossPreset preset = null;
if (!string.IsNullOrWhiteSpace(Preset))
{
preset = JsonConvert.DeserializeObject <MacdCrossPreset>(Preset);
}
List <(ICandle, ITradingAdviceCode)> result = new List <(ICandle, ITradingAdviceCode)>();
MacdItem macd = candles.Macd(preset?.MacdFast, preset?.MacdSlow, preset?.MacdSignal);
for (int i = 0; i < candles.Count(); i++)
{
var crossUnder = macd.Macd.Crossunder(macd.Signal);
var crossOver = macd.Macd.Crossover(macd.Signal);
if (i == 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
else if (macd.Macd[i] > 0 && crossUnder[i])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.SELL));
}
else if (macd.Macd[i] < 0 && crossOver[i])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.BUY));
}
else
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
}
return(result);
}
public override IEnumerable <(ICandle, ITradingAdviceCode)> AllForecasts(IEnumerable <ICandle> candles)
{
if (candles.Count() < MinNumberOfCandles)
{
throw new Exception("Number of candles less then expected");
}
RsiMacdMfiPreset preset = null;
if (!string.IsNullOrWhiteSpace(Preset))
{
preset = JsonConvert.DeserializeObject <RsiMacdMfiPreset>(Preset);
}
List <(ICandle, ITradingAdviceCode)> result = new List <(ICandle, ITradingAdviceCode)>();
MacdItem macd = candles.Macd(preset?.MacdFast ?? 5, preset?.MacdSlow ?? 10, preset?.MacdSignal ?? 4);
List <decimal?> rsi = candles.Rsi(preset?.Rsi ?? 16);
List <decimal?> mfi = candles.Mfi(preset?.Mfi);
List <decimal?> ao = candles.AwesomeOscillator();
List <decimal> close = candles.Select(x => x.Close).ToList();
for (int i = 0; i < candles.Count(); i++)
{
if (mfi[i] < 30 && rsi[i] < 45 && ao[i] > 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.BUY));
}
else if (mfi[i] > 30 && rsi[i] > 45 && ao[i] < 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.SELL));
}
else
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
}
return(result);
}
public override IEnumerable <(ICandle, ITradingAdviceCode)> AllForecasts(IEnumerable <ICandle> candles)
{
if (candles.Count() < MinNumberOfCandles)
{
throw new Exception("Number of candles less then expected");
}
List <(ICandle, ITradingAdviceCode)> result = new List <(ICandle, ITradingAdviceCode)>();
MacdItem macd = candles.Macd();
List <decimal?> fastMa = candles.Sma(12);
List <decimal?> slowMa = candles.Sma(26);
List <decimal?> sma200 = candles.Sma(200);
List <decimal> closes = candles.Select(x => x.Close).ToList();
for (int i = 0; i < candles.Count(); i++)
{
if (i < 25)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
else if (slowMa[i] < sma200[i])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.SELL));
}
else if (macd.Hist[i] > 0 && macd.Hist[i - 1] < 0 && macd.Macd[i] > 0 && fastMa[i] > slowMa[i] && closes[i - 26] > sma200[i])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.BUY));
}
else
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
}
return(result);
}
public override IEnumerable <(ICandle, ITradingAdviceCode)> AllForecasts(IEnumerable <ICandle> candles)
{
if (candles.Count() < MinNumberOfCandles)
{
throw new Exception("Number of candles less then expected");
}
RsiMacdPreset preset = null;
if (!string.IsNullOrWhiteSpace(Preset))
{
preset = JsonConvert.DeserializeObject <RsiMacdPreset>(Preset);
}
List <(ICandle, ITradingAdviceCode)> result = new List <(ICandle, ITradingAdviceCode)>();
MacdItem macd = candles.Macd(preset?.MacdFast ?? 12, preset?.MacdSlow ?? 26, preset?.MacdSignal ?? 9);
List <decimal?> rsi = candles.Rsi(preset?.Rsi ?? 14);
for (int i = 0; i < candles.Count(); i++)
{
if (rsi[i] > 70 && macd.Macd[i] - macd.Signal[i] < 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.SELL));
}
else if (rsi[i] < 30 && macd.Macd[i] - macd.Signal[i] > 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.BUY));
}
else
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
}
return(result);
}
public override IEnumerable <(ICandle, ITradingAdviceCode)> AllForecasts(IEnumerable <ICandle> candles)
{
if (candles.Count() < MinNumberOfCandles)
{
throw new Exception("Number of candles less then expected");
}
List <(ICandle, ITradingAdviceCode)> result = new List <(ICandle, ITradingAdviceCode)>();
List <decimal?> emaShort = candles.Ema(4);
List <decimal?> emaLong = candles.Ema(10);
List <decimal?> plusDi = candles.PlusDi(28);
List <decimal?> minusDi = candles.MinusDi(28);
MacdItem macd = candles.Macd(5, 10, 4);
for (int i = 0; i < candles.Count(); i++)
{
if (i == 0)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
else if (emaShort[i] < emaLong[i] && emaShort[i - 1] > emaLong[i] && macd.Macd[i] < 0 && plusDi[i] > minusDi[i])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.BUY));
}
else if (emaShort[i] > emaLong[i] && emaShort[i - 1] < emaLong[i] && macd.Macd[i] > 0 && plusDi[i] < minusDi[i])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.SELL));
}
else
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
}
return(result);
}
public override IEnumerable <(ICandle, ITradingAdviceCode)> AllForecasts(IEnumerable <ICandle> candles)
{
if (candles.Count() < MinNumberOfCandles)
{
throw new Exception("Number of candles less then expected");
}
List <(ICandle, ITradingAdviceCode)> result = new List <(ICandle, ITradingAdviceCode)>();
List <decimal> closes = candles.Select(x => x.Close).ToList();
BbandItem bb = candles.Bbands(20);
List <decimal?> fastMa = candles.Ema(3);
List <decimal?> hl1 = candles.Select(x => (x.High + x.Low) / 2).ToList().Sma(5);
List <decimal?> hl2 = candles.Select(x => (x.High + x.Low) / 2).ToList().Sma(34);
List <int> ao = new List <int>();
MacdItem macd = candles.Macd();
for (int i = 0; i < hl1.Count; i++)
{
if (i > 0)
{
if (hl1[i - 1].HasValue && hl2[i - 1].HasValue && hl1[i].HasValue && hl2[i].HasValue)
{
ao.Add(hl1[i].Value - hl2[i].Value >= 0
? hl1[i].Value - hl2[i].Value > hl1[i - 1].Value - hl2[i - 1].Value ? 1 : 2
: hl1[i].Value - hl2[i].Value > hl1[i - 1].Value - hl2[i - 1].Value ? -1 : -2);
}
else
{
ao.Add(0);
}
}
else
{
ao.Add(0);
}
}
for (int i = 0; i < candles.Count(); i++)
{
if (i < 1)
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
else
{
if (closes[i] > bb.MiddleBand[i] && // Closed above the bollinger band
Math.Abs(ao[i]) == 1 &&
macd.Macd[i] > macd.Signal[i] &&
fastMa[i] > bb.MiddleBand[i] &&
fastMa[i - 1] < bb.MiddleBand[i])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.BUY));
}
else if (closes[i] < bb.MiddleBand[i] && // Closed above the bollinger band
Math.Abs(ao[i]) == 2 &&
fastMa[i] < bb.MiddleBand[i] &&
fastMa[i - 1] > bb.MiddleBand[i])
{
result.Add((candles.ElementAt(i), TradingAdviceCode.SELL));
}
else
{
result.Add((candles.ElementAt(i), TradingAdviceCode.HOLD));
}
}
}
return(result);
}