cleaned-up GBM, removed Python tests

Tests/Validations/Pandas_TA.cs

@@ -0,0 +1,124 @@
+/*
+
+using Xunit;
+using System;
+using QuanTAlib;
+using Python.Runtime;
+using Python.Included;
+
+namespace Validation;
+public class PandasTA
+{
+	private readonly RND_Feed bars;
+	private readonly Random rnd = new();
+	private readonly int period;
+	private readonly dynamic ta;
+	private readonly dynamic df;
+
+	public PandasTA()
+	{
+		this.bars = new(1000);
+		this.period = this.rnd.Next(28) + 3;
+
+		Installer.SetupPython().Wait();
+		Installer.TryInstallPip();
+		Installer.PipInstallModule("numpy");
+		Installer.PipInstallModule("pandas");
+		Installer.PipInstallModule("pandas-ta");
+		PythonEngine.Initialize();
+		this.ta = Py.Import("pandas_ta");
+		this.df = this.ta.DataFrame(this.bars.Close.v);
+	}
+
+	~PandasTA()
+	{
+		PythonEngine.Shutdown();
+	}
+
+	[Fact]
+	void SMA()
+	{
+		SMA_Series QL = new(this.bars.Close, this.period, false);
+		var pta = this.ta.sma(close: this.df[0], length: this.period);
+		
+		Assert.Equal(System.Math.Round((double)pta.tail(1), 7), Math.Round(QL.Last().v, 7));
+	}
+	
+
+	[Fact]
+	void EMA()
+	{
+		EMA_Series QL = new(this.bars.Close, this.period, false);
+		var pta = this.ta.ema(close: this.df[0], length: this.period);
+		
+		Assert.Equal(System.Math.Round((double)pta.tail(1), 7), Math.Round(QL.Last().v, 7));
+	}
+
+
+	[Fact]
+	void TEMA()
+	{
+		TEMA_Series QL = new(this.bars.Close, this.period, false);
+		var pta = this.ta.tema(close: this.df[0], length: this.period);
+
+		Assert.Equal(System.Math.Round((double)pta.tail(1), 7), Math.Round(QL.Last().v, 7));
+	}
+
+	[Fact]
+	void ENTP()
+	{
+		ENTP_Series QL = new(this.bars.Close, this.period, useNaN:false);
+		var pta = this.ta.entropy(close: this.df[0], length: this.period);
+
+		Assert.Equal(System.Math.Round((double)pta.tail(1), 7), Math.Round(QL.Last().v, 7));
+	}
+
+
+	[Fact]
+	void WMA()
+	{
+		WMA_Series QL = new(this.bars.Close, this.period, false);
+		var pta = this.ta.wma(close: this.df[0], length: this.period);
+		
+		Assert.Equal(System.Math.Round((double)pta.tail(1), 7), Math.Round(QL.Last().v, 7));
+	}
+	
+	[Fact]
+	void DEMA()
+	{
+		DEMA_Series QL = new(this.bars.Close, this.period, false);
+		var pta = this.ta.dema(close: this.df[0], length: this.period);
+		
+		Assert.Equal(System.Math.Round((double)pta.tail(1), 7), Math.Round(QL.Last().v, 7));
+	}
+	
+	[Fact]
+	void BIAS()
+	{
+		BIAS_Series QL = new(this.bars.Close, this.period, false);
+		var pta = this.ta.bias(close: this.df[0], length: this.period);
+
+		Assert.Equal(System.Math.Round((double)pta.tail(1), 7), Math.Round(QL.Last().v, 7));
+	}
+
+	[Fact]
+	void KURT()
+	{
+		KURT_Series QL = new(this.bars.Close, this.period, useNaN: false);
+		var pta = this.ta.kurtosis(close: this.df[0], length: this.period);
+
+		Assert.Equal(System.Math.Round((double)pta.tail(1), 4), Math.Round(QL.Last().v, 4));
+	}
+
+	[Fact]
+	void MAD()
+	{
+		MAD_Series QL = new(this.bars.Close, this.period, useNaN: false);
+		var pta = this.ta.mad(close: this.df[0], length: this.period);
+
+		Assert.Equal(System.Math.Round((double)pta.tail(1), 7), Math.Round(QL.Last().v, 7));
+	}
+	
+}
+
+*/