Saturday 20 October 2018

২০-১০-২০১৮ এখন স্টক মার্কেট হবে আপনার হাতের মুঠোয় - বিশ্বাস হচ্ছে না ? একবার বিশ্বাস করেই দেখেন

এখন স্টক মার্কেট হবে আপনার হাতের মুঠোয় - বিশ্বাস হচ্ছে না ? একবার বিশ্বাস করেই দেখেন


আমাদের স্টক মার্কেটে লিস্টেড কোম্পানির দিন কে দিন বেরেই চলছে , তাই সকল শেয়ারের খোজ খবর নেওয়ার সুযোগ আস্তে আস্তে কষ্টকর হতে শুরু করেছে, আর তাই যদি এমন হয় যে আপনি সব কিছুর ই ভাল কিছু হাতের নাগালে পেতেন তাহলে মন্দ হত না , বিশেষ করে আপনার তখন হাতে গোনা কয়েকটা শেয়ারের মুভমেন্ট , মার্কেট নিউজ, সাপোর্ট , রেজিস্টেন্স , আরএসআই , এমএফআই ইত্যাদি বিবেচনায় রাখলেই আপনি আপনার বিজনেস অনেক সহজ করে নিতে পারবেন।

Friday 19 October 2018

SUN AND CLOUD for Amibroker (AFL)


Reading of the chart,
1.for long term investors,
a.Bullish when you see the sun(Yellow zone)
b.Bearish when you see the dark cloud(Black
zone)
c.Turning point from bullish to bearish:When
red line break into the yellow zone.
d.Turning point from bearish to bullish: When
red line break through the dark cloud.
2.for short term trading,
reading the changes between the white line and
the red line






Long2 =EMA( ( HHV( H, 20 ) + LLV( L, 20) )/2,20);
Long1 =EMA( ( HHV( H, 5 ) + LLV( L, 5) )/2,10);
K=(H+2*C+L)/4;
Z= ( HHV( H, 3 ) + LLV( L, 3) )/2 ;
SP=IIf(K>=Z*1.05,1.10*Z,IIf(K<Z*1.05 AND K>=Z,1.0*Z,IIf(K<Z,0.9*Z,0.9*Z)));
M=IIf(Long1>long2,Long2,Long1);

Plot(C,"Close",colorBlack,ParamStyle( " Style",1));

SetChartBkGradientFill( ParamColor("Sky",ColorRGB( 128, 128, 255 )),ParamColor("Sky lower", colorGrey40),ParamColor("Text", colorLightGrey));
PlotOHLC( Long1 , Long1 , m, Long1 ," ", ParamColor("Left Side",ColorRGB( 213, 213, 0 )),styleCloud );
PlotOHLC( Long2 , Long2 , m, Long2 ," ", colorGrey40,styleCloud );
PlotOHLC( Long1 , Long1 , m, Long1 ," ", ParamColor("Land",ColorRGB( 115, 61, 54 )),styleArea );

Title=Name() + " Sun & Cloud : \n"+WriteIf(Long1>long2,"Rising Sun","Dark Cloud Cover");

GfxSelectSolidBrush(colorOrange);
GfxCircle( 100, 85 , 28 );
GfxSelectSolidBrush(colorYellow);
GfxSelectPen( colorRed );
GfxCircle( 100, 85 , 20 );
_SECTION_END();

Predictive RSI for Amibroker (AFL)

The following formula was create using the new version of the WiseTrader Toolbox which can compile trained neural networks to AFL.

Yellow RSI – This is the 14 day neural network powered predictive RSI. It is both smooth and has slightly less lag.


Yellow RSI – This is the 14 day neural network powered predictive RSI. It is both smooth and has slightly less lag.

Red – Standard 14 day RSI included with Amibroker.




Anyway, it will be very helpful if you give .I recommend using thresholds for signal generation and use the optimizer to pick the best levels.













_SECTION_BEGIN("Neural Network Powered Predictive RSI");

input0 = RSIa(WMA(C,2), 14) / 100;

input1 = Ref(RSIa(WMA(C,2),14) / 100, -1);

input2 = Ref(RSIa(WMA(C,2),14) / 100, -2);

input3 = Ref(RSIa(WMA(C,2),14) / 100, -3);

input4 = Ref(RSIa(WMA(C,2),14) / 100, -4);

input5 = Ref(RSIa(WMA(C,2),14) / 100, -5);

input6 = Ref(RSIa(WMA(C,2),14) / 100, -6);

input7 = Ref(RSIa(WMA(C,2),14) / 100, -7);

input8 = Ref(RSIa(WMA(C,2),14) / 100, -8);

input9 = Ref(RSIa(WMA(C,2),14) / 100, -9);

input10 = Ref(RSIa(WMA(C,2),14) / 100, -10);

input11 = Ref(RSIa(WMA(C,2),14) / 100, -11);

input12 = Ref(RSIa(WMA(C,2),14) / 100, -12);

input13 = Ref(RSIa(WMA(C,2),14) / 100, -13);

input14 = Ref(RSIa(WMA(C,2),14) / 100, -14);







// Inputs: 15

// Outputs: 1

// Number of neurons per layer: 15 30 30 1

layer_0_0=input0;

layer_0_1=input1;

layer_0_2=input2;

layer_0_3=input3;

layer_0_4=input4;

layer_0_5=input5;

layer_0_6=input6;

layer_0_7=input7;

layer_0_8=input8;

layer_0_9=input9;

layer_0_10=input10;

layer_0_11=input11;

layer_0_12=input12;

layer_0_13=input13;

layer_0_14=input14;

layer_0_15=1;

layer_1_0=0;

layer_1_0+=-2.88435*layer_0_0;

layer_1_0+=-0.145236*layer_0_1;

layer_1_0+=-0.534725*layer_0_2;

layer_1_0+=0.789156*layer_0_3;

layer_1_0+=0.37235*layer_0_4;

layer_1_0+=0.0205776*layer_0_5;

layer_1_0+=-0.381748*layer_0_6;

layer_1_0+=0.690189*layer_0_7;

layer_1_0+=0.462584*layer_0_8;

layer_1_0+=0.550705*layer_0_9;

layer_1_0+=-0.0897613*layer_0_10;

layer_1_0+=1.68387*layer_0_11;

layer_1_0+=0.81285*layer_0_12;

layer_1_0+=0.0114404*layer_0_13;

layer_1_0+=-0.616755*layer_0_14;

layer_1_0+=-0.970031*layer_0_15;

layer_1_0=1/(1+exp(-(layer_1_0)));

layer_1_1=0;

layer_1_1+=-0.903264*layer_0_0;

layer_1_1+=-0.154737*layer_0_1;

layer_1_1+=-0.518103*layer_0_2;

layer_1_1+=-0.450383*layer_0_3;

layer_1_1+=1.16274*layer_0_4;

layer_1_1+=0.0178886*layer_0_5;

layer_1_1+=-0.709718*layer_0_6;

layer_1_1+=-0.983224*layer_0_7;

layer_1_1+=-1.00045*layer_0_8;

layer_1_1+=-0.234438*layer_0_9;

layer_1_1+=0.188592*layer_0_10;

layer_1_1+=0.347817*layer_0_11;

layer_1_1+=0.27297*layer_0_12;

layer_1_1+=0.187848*layer_0_13;

layer_1_1+=-0.733464*layer_0_14;

layer_1_1+=0.32609*layer_0_15;

layer_1_1=1/(1+exp(-(layer_1_1)));

layer_1_2=0;

layer_1_2+=0.425857*layer_0_0;

layer_1_2+=-0.0545361*layer_0_1;

layer_1_2+=-0.839478*layer_0_2;

layer_1_2+=0.197721*layer_0_3;

layer_1_2+=0.513901*layer_0_4;

layer_1_2+=0.597538*layer_0_5;

layer_1_2+=0.0553949*layer_0_6;

layer_1_2+=-0.423691*layer_0_7;

layer_1_2+=0.711133*layer_0_8;

layer_1_2+=0.369812*layer_0_9;

layer_1_2+=0.863078*layer_0_10;

layer_1_2+=0.531257*layer_0_11;

layer_1_2+=-0.16782*layer_0_12;

layer_1_2+=-0.827118*layer_0_13;

layer_1_2+=-0.0849719*layer_0_14;

layer_1_2+=-0.529344*layer_0_15;

layer_1_2=1/(1+exp(-(layer_1_2)));

layer_1_3=0;

layer_1_3+=3.17982*layer_0_0;

layer_1_3+=-0.130061*layer_0_1;

layer_1_3+=0.566761*layer_0_2;

layer_1_3+=0.543639*layer_0_3;

layer_1_3+=0.828445*layer_0_4;

layer_1_3+=0.940563*layer_0_5;

layer_1_3+=0.386646*layer_0_6;

layer_1_3+=-0.0438978*layer_0_7;

layer_1_3+=-0.279062*layer_0_8;

layer_1_3+=-0.417633*layer_0_9;

layer_1_3+=-0.106243*layer_0_10;

layer_1_3+=-2.39544*layer_0_11;

layer_1_3+=-0.875962*layer_0_12;

layer_1_3+=-0.900501*layer_0_13;

layer_1_3+=0.467462*layer_0_14;

layer_1_3+=-0.88757*layer_0_15;

layer_1_3=1/(1+exp(-(layer_1_3)));

layer_1_4=0;

layer_1_4+=-1.89172*layer_0_0;

layer_1_4+=0.498219*layer_0_1;

layer_1_4+=-0.61157*layer_0_2;

layer_1_4+=-0.503196*layer_0_3;

layer_1_4+=0.155329*layer_0_4;

layer_1_4+=0.307746*layer_0_5;

layer_1_4+=0.545425*layer_0_6;

layer_1_4+=0.289903*layer_0_7;

layer_1_4+=-0.232912*layer_0_8;

layer_1_4+=-0.71927*layer_0_9;

layer_1_4+=0.546993*layer_0_10;

layer_1_4+=0.151946*layer_0_11;

layer_1_4+=-0.0816937*layer_0_12;

layer_1_4+=0.750704*layer_0_13;

layer_1_4+=0.313496*layer_0_14;

layer_1_4+=-0.783441*layer_0_15;

layer_1_4=1/(1+exp(-(layer_1_4)));

layer_1_5=0;

layer_1_5+=0.770903*layer_0_0;

layer_1_5+=-0.0255909*layer_0_1;

layer_1_5+=0.514466*layer_0_2;

layer_1_5+=0.145412*layer_0_3;

layer_1_5+=0.0845064*layer_0_4;

layer_1_5+=-0.325864*layer_0_5;

layer_1_5+=-0.723029*layer_0_6;

layer_1_5+=-0.558141*layer_0_7;

layer_1_5+=-0.144106*layer_0_8;

layer_1_5+=0.51629*layer_0_9;

layer_1_5+=-0.219432*layer_0_10;

layer_1_5+=0.537568*layer_0_11;

layer_1_5+=0.234406*layer_0_12;

layer_1_5+=-0.460231*layer_0_13;

layer_1_5+=-0.744961*layer_0_14;

layer_1_5+=0.314615*layer_0_15;

layer_1_5=1/(1+exp(-(layer_1_5)));

layer_1_6=0;

layer_1_6+=-1.44237*layer_0_0;

layer_1_6+=-1.32595*layer_0_1;

layer_1_6+=0.289984*layer_0_2;

layer_1_6+=0.080613*layer_0_3;

layer_1_6+=-0.597297*layer_0_4;

layer_1_6+=0.889638*layer_0_5;

layer_1_6+=-0.834188*layer_0_6;

layer_1_6+=0.618955*layer_0_7;

layer_1_6+=0.169358*layer_0_8;

layer_1_6+=-0.532156*layer_0_9;

layer_1_6+=0.0204259*layer_0_10;

layer_1_6+=-0.377116*layer_0_11;

layer_1_6+=1.07539*layer_0_12;

layer_1_6+=0.235961*layer_0_13;

layer_1_6+=-0.921645*layer_0_14;

layer_1_6+=0.754509*layer_0_15;

layer_1_6=1/(1+exp(-(layer_1_6)));

layer_1_7=0;

layer_1_7+=-0.0259139*layer_0_0;

layer_1_7+=-0.214827*layer_0_1;

layer_1_7+=-0.865682*layer_0_2;

layer_1_7+=-0.799841*layer_0_3;

layer_1_7+=0.480079*layer_0_4;

layer_1_7+=-0.21696*layer_0_5;

layer_1_7+=-0.885368*layer_0_6;

layer_1_7+=-0.215824*layer_0_7;

layer_1_7+=0.229027*layer_0_8;

layer_1_7+=-0.38516*layer_0_9;

layer_1_7+=-0.544635*layer_0_10;

layer_1_7+=0.165535*layer_0_11;

layer_1_7+=0.268931*layer_0_12;

layer_1_7+=0.331209*layer_0_13;

layer_1_7+=0.220778*layer_0_14;

layer_1_7+=-0.0494095*layer_0_15;

layer_1_7=1/(1+exp(-(layer_1_7)));

layer_1_8=0;

layer_1_8+=-1.12635*layer_0_0;

layer_1_8+=-0.364252*layer_0_1;

layer_1_8+=0.659002*layer_0_2;

layer_1_8+=-0.932187*layer_0_3;

layer_1_8+=0.033663*layer_0_4;

layer_1_8+=0.314746*layer_0_5;

layer_1_8+=-0.210119*layer_0_6;

layer_1_8+=-0.87239*layer_0_7;

layer_1_8+=0.805815*layer_0_8;

layer_1_8+=0.739495*layer_0_9;

layer_1_8+=0.0711537*layer_0_10;

layer_1_8+=-0.313738*layer_0_11;

layer_1_8+=-0.108499*layer_0_12;

layer_1_8+=-0.384008*layer_0_13;

layer_1_8+=0.521549*layer_0_14;

layer_1_8+=-0.366253*layer_0_15;

layer_1_8=1/(1+exp(-(layer_1_8)));

layer_1_9=0;

layer_1_9+=-0.273161*layer_0_0;

layer_1_9+=-0.634045*layer_0_1;

layer_1_9+=0.784507*layer_0_2;

layer_1_9+=-0.585906*layer_0_3;

layer_1_9+=0.312875*layer_0_4;

layer_1_9+=-0.00848212*layer_0_5;

layer_1_9+=-0.733062*layer_0_6;

layer_1_9+=0.394302*layer_0_7;

layer_1_9+=0.546809*layer_0_8;

layer_1_9+=-0.332725*layer_0_9;

layer_1_9+=-0.10253*layer_0_10;

layer_1_9+=0.690906*layer_0_11;

layer_1_9+=-1.03437*layer_0_12;

layer_1_9+=0.903911*layer_0_13;

layer_1_9+=0.0666653*layer_0_14;

layer_1_9+=-0.898984*layer_0_15;

layer_1_9=1/(1+exp(-(layer_1_9)));

layer_1_10=0;

layer_1_10+=-1.39372*layer_0_0;

layer_1_10+=-0.892008*layer_0_1;

layer_1_10+=0.717337*layer_0_2;

layer_1_10+=0.406813*layer_0_3;

layer_1_10+=0.466087*layer_0_4;

layer_1_10+=-0.573686*layer_0_5;

layer_1_10+=0.551955*layer_0_6;

layer_1_10+=-0.847024*layer_0_7;

layer_1_10+=-0.915166*layer_0_8;

layer_1_10+=0.495286*layer_0_9;

layer_1_10+=0.0158536*layer_0_10;

layer_1_10+=1.64612*layer_0_11;

layer_1_10+=-0.127765*layer_0_12;

layer_1_10+=-0.366694*layer_0_13;

layer_1_10+=-0.937793*layer_0_14;

layer_1_10+=0.46617*layer_0_15;

layer_1_10=1/(1+exp(-(layer_1_10)));

layer_1_11=0;

layer_1_11+=0.418511*layer_0_0;

layer_1_11+=0.266565*layer_0_1;

layer_1_11+=0.0981416*layer_0_2;

layer_1_11+=0.423731*layer_0_3;

layer_1_11+=-0.553514*layer_0_4;

layer_1_11+=-0.767241*layer_0_5;

layer_1_11+=-1.04742*layer_0_6;

layer_1_11+=-0.933132*layer_0_7;

layer_1_11+=0.56066*layer_0_8;

layer_1_11+=0.680911*layer_0_9;

layer_1_11+=-0.561735*layer_0_10;

layer_1_11+=-0.729072*layer_0_11;

layer_1_11+=0.120629*layer_0_12;

layer_1_11+=-0.991609*layer_0_13;

layer_1_11+=-0.809376*layer_0_14;

layer_1_11+=-0.0909757*layer_0_15;

layer_1_11=1/(1+exp(-(layer_1_11)));

layer_1_12=0;

layer_1_12+=0.593658*layer_0_0;

layer_1_12+=0.369675*layer_0_1;

layer_1_12+=0.0525513*layer_0_2;

layer_1_12+=-0.924349*layer_0_3;

layer_1_12+=-0.2176*layer_0_4;

layer_1_12+=-0.688463*layer_0_5;

layer_1_12+=0.312557*layer_0_6;

layer_1_12+=-0.513327*layer_0_7;

layer_1_12+=-0.192092*layer_0_8;

layer_1_12+=-0.638935*layer_0_9;

layer_1_12+=-0.0263577*layer_0_10;

layer_1_12+=-0.188109*layer_0_11;

layer_1_12+=0.0418108*layer_0_12;

layer_1_12+=-0.841811*layer_0_13;

layer_1_12+=-0.140042*layer_0_14;

layer_1_12+=0.926084*layer_0_15;

layer_1_12=1/(1+exp(-(layer_1_12)));

layer_1_13=0;

layer_1_13+=1.61517*layer_0_0;

layer_1_13+=1.12503*layer_0_1;

layer_1_13+=-0.684729*layer_0_2;

layer_1_13+=-0.477781*layer_0_3;

layer_1_13+=-0.78421*layer_0_4;

layer_1_13+=0.929248*layer_0_5;

layer_1_13+=-0.00793416*layer_0_6;

layer_1_13+=1.09262*layer_0_7;

layer_1_13+=-0.688324*layer_0_8;

layer_1_13+=0.26576*layer_0_9;

layer_1_13+=-1.12617*layer_0_10;

layer_1_13+=-0.713005*layer_0_11;

layer_1_13+=0.651348*layer_0_12;

layer_1_13+=-0.845942*layer_0_13;

layer_1_13+=1.00273*layer_0_14;

layer_1_13+=-0.419965*layer_0_15;

layer_1_13=1/(1+exp(-(layer_1_13)));

layer_1_14=0;

layer_1_14+=0.287145*layer_0_0;

layer_1_14+=0.971221*layer_0_1;

layer_1_14+=-0.000761534*layer_0_2;

layer_1_14+=-0.495094*layer_0_3;

layer_1_14+=0.345184*layer_0_4;

layer_1_14+=0.316862*layer_0_5;

layer_1_14+=0.04238*layer_0_6;

layer_1_14+=0.0621604*layer_0_7;

layer_1_14+=0.323935*layer_0_8;

layer_1_14+=0.290177*layer_0_9;

layer_1_14+=0.564736*layer_0_10;

layer_1_14+=0.363099*layer_0_11;

layer_1_14+=0.11603*layer_0_12;

layer_1_14+=0.440433*layer_0_13;

layer_1_14+=0.216975*layer_0_14;

layer_1_14+=-0.249733*layer_0_15;

layer_1_14=1/(1+exp(-(layer_1_14)));

layer_1_15=0;

layer_1_15+=-2.10428*layer_0_0;

layer_1_15+=0.101225*layer_0_1;

layer_1_15+=0.00738433*layer_0_2;

layer_1_15+=0.801343*layer_0_3;

layer_1_15+=-0.497012*layer_0_4;

layer_1_15+=-0.719246*layer_0_5;

layer_1_15+=-0.00621969*layer_0_6;

layer_1_15+=0.221463*layer_0_7;

layer_1_15+=-0.0775008*layer_0_8;

layer_1_15+=-0.352613*layer_0_9;

layer_1_15+=0.261261*layer_0_10;

layer_1_15+=-0.269299*layer_0_11;

layer_1_15+=0.679556*layer_0_12;

layer_1_15+=0.142106*layer_0_13;

layer_1_15+=-0.006167*layer_0_14;

layer_1_15+=0.382244*layer_0_15;

layer_1_15=1/(1+exp(-(layer_1_15)));

layer_1_16=0;

layer_1_16+=0.875552*layer_0_0;

layer_1_16+=-0.644606*layer_0_1;

layer_1_16+=0.121054*layer_0_2;

layer_1_16+=0.661668*layer_0_3;

layer_1_16+=0.735625*layer_0_4;

layer_1_16+=0.148831*layer_0_5;

layer_1_16+=0.392036*layer_0_6;

layer_1_16+=-0.947599*layer_0_7;

layer_1_16+=0.301088*layer_0_8;

layer_1_16+=0.890409*layer_0_9;

layer_1_16+=-0.492064*layer_0_10;

layer_1_16+=-0.0739343*layer_0_11;

layer_1_16+=-0.519531*layer_0_12;

layer_1_16+=-0.738508*layer_0_13;

layer_1_16+=-0.837431*layer_0_14;

layer_1_16+=0.73809*layer_0_15;

layer_1_16=1/(1+exp(-(layer_1_16)));

layer_1_17=0;

layer_1_17+=0.750466*layer_0_0;

layer_1_17+=0.448156*layer_0_1;

layer_1_17+=-0.740301*layer_0_2;

layer_1_17+=-0.409457*layer_0_3;

layer_1_17+=-0.904982*layer_0_4;

layer_1_17+=-0.908344*layer_0_5;

layer_1_17+=0.253916*layer_0_6;

layer_1_17+=0.616079*layer_0_7;

layer_1_17+=0.0516886*layer_0_8;

layer_1_17+=-0.156377*layer_0_9;

layer_1_17+=-0.272949*layer_0_10;

layer_1_17+=-0.511105*layer_0_11;

layer_1_17+=-0.160287*layer_0_12;

layer_1_17+=-0.0609143*layer_0_13;

layer_1_17+=-0.74444*layer_0_14;

layer_1_17+=-0.353923*layer_0_15;

layer_1_17=1/(1+exp(-(layer_1_17)));

layer_1_18=0;

layer_1_18+=0.906753*layer_0_0;

layer_1_18+=-0.281661*layer_0_1;

layer_1_18+=0.652132*layer_0_2;

layer_1_18+=0.841439*layer_0_3;

layer_1_18+=0.642466*layer_0_4;

layer_1_18+=0.379875*layer_0_5;

layer_1_18+=-0.447282*layer_0_6;

layer_1_18+=0.875164*layer_0_7;

layer_1_18+=-0.787494*layer_0_8;

layer_1_18+=-0.980044*layer_0_9;

layer_1_18+=0.306662*layer_0_10;

layer_1_18+=-0.299585*layer_0_11;

layer_1_18+=-0.0207446*layer_0_12;

layer_1_18+=0.806397*layer_0_13;

layer_1_18+=-0.894213*layer_0_14;

layer_1_18+=0.751274*layer_0_15;

layer_1_18=1/(1+exp(-(layer_1_18)));

layer_1_19=0;

layer_1_19+=-0.126028*layer_0_0;

layer_1_19+=-0.512895*layer_0_1;

layer_1_19+=-0.963341*layer_0_2;

layer_1_19+=-0.103284*layer_0_3;

layer_1_19+=-0.630508*layer_0_4;

layer_1_19+=-0.523715*layer_0_5;

layer_1_19+=0.713312*layer_0_6;

layer_1_19+=-0.0402641*layer_0_7;

layer_1_19+=0.217654*layer_0_8;

layer_1_19+=-0.844982*layer_0_9;

layer_1_19+=0.0040356*layer_0_10;

layer_1_19+=-0.162105*layer_0_11;

layer_1_19+=0.00426175*layer_0_12;

layer_1_19+=0.518868*layer_0_13;

layer_1_19+=-0.114937*layer_0_14;

layer_1_19+=-0.235267*layer_0_15;

layer_1_19=1/(1+exp(-(layer_1_19)));

layer_1_20=0;

layer_1_20+=-0.854894*layer_0_0;

layer_1_20+=-0.463416*layer_0_1;

layer_1_20+=0.0362671*layer_0_2;

layer_1_20+=-0.30845*layer_0_3;

layer_1_20+=-1.05956*layer_0_4;

layer_1_20+=0.28214*layer_0_5;

layer_1_20+=-0.961139*layer_0_6;

layer_1_20+=0.0364025*layer_0_7;

layer_1_20+=0.499485*layer_0_8;

layer_1_20+=-0.101359*layer_0_9;

layer_1_20+=0.644618*layer_0_10;

layer_1_20+=0.320196*layer_0_11;

layer_1_20+=-0.0990875*layer_0_12;

layer_1_20+=0.472437*layer_0_13;

layer_1_20+=-0.0963745*layer_0_14;

layer_1_20+=-0.285806*layer_0_15;

layer_1_20=1/(1+exp(-(layer_1_20)));

layer_1_21=0;

layer_1_21+=0.52515*layer_0_0;

layer_1_21+=-0.129722*layer_0_1;

layer_1_21+=-1.02951*layer_0_2;

layer_1_21+=-0.627888*layer_0_3;

layer_1_21+=-1.09846*layer_0_4;

layer_1_21+=0.130657*layer_0_5;

layer_1_21+=0.551965*layer_0_6;

layer_1_21+=-0.121823*layer_0_7;

layer_1_21+=-1.28235*layer_0_8;

layer_1_21+=-0.673323*layer_0_9;

layer_1_21+=-1.22674*layer_0_10;

layer_1_21+=-0.0495852*layer_0_11;

layer_1_21+=-1.07125*layer_0_12;

layer_1_21+=0.357936*layer_0_13;

layer_1_21+=0.389939*layer_0_14;

layer_1_21+=0.193762*layer_0_15;

layer_1_21=1/(1+exp(-(layer_1_21)));

layer_1_22=0;

layer_1_22+=-0.120243*layer_0_0;

layer_1_22+=0.463105*layer_0_1;

layer_1_22+=-1.04078*layer_0_2;

layer_1_22+=-0.769921*layer_0_3;

layer_1_22+=0.395665*layer_0_4;

layer_1_22+=0.191727*layer_0_5;

layer_1_22+=-0.629235*layer_0_6;

layer_1_22+=-0.964687*layer_0_7;

layer_1_22+=-0.765652*layer_0_8;

layer_1_22+=0.204211*layer_0_9;

layer_1_22+=-0.248889*layer_0_10;

layer_1_22+=-0.188525*layer_0_11;

layer_1_22+=-0.207455*layer_0_12;

layer_1_22+=0.262314*layer_0_13;

layer_1_22+=0.512949*layer_0_14;

layer_1_22+=0.613758*layer_0_15;

layer_1_22=1/(1+exp(-(layer_1_22)));

layer_1_23=0;

layer_1_23+=0.362496*layer_0_0;

layer_1_23+=0.270681*layer_0_1;

layer_1_23+=0.613959*layer_0_2;

layer_1_23+=0.767016*layer_0_3;

layer_1_23+=-0.745292*layer_0_4;

layer_1_23+=0.256653*layer_0_5;

layer_1_23+=-0.158401*layer_0_6;

layer_1_23+=-0.463869*layer_0_7;

layer_1_23+=-0.674215*layer_0_8;

layer_1_23+=0.728837*layer_0_9;

layer_1_23+=-0.94198*layer_0_10;

layer_1_23+=-0.288384*layer_0_11;

layer_1_23+=0.0943042*layer_0_12;

layer_1_23+=-0.374506*layer_0_13;

layer_1_23+=0.150805*layer_0_14;

layer_1_23+=-0.548875*layer_0_15;

layer_1_23=1/(1+exp(-(layer_1_23)));

layer_1_24=0;

layer_1_24+=-0.739786*layer_0_0;

layer_1_24+=-0.910273*layer_0_1;

layer_1_24+=0.567343*layer_0_2;

layer_1_24+=-0.74397*layer_0_3;

layer_1_24+=-0.432017*layer_0_4;

layer_1_24+=0.559987*layer_0_5;

layer_1_24+=0.746891*layer_0_6;

layer_1_24+=0.50889*layer_0_7;

layer_1_24+=0.410383*layer_0_8;

layer_1_24+=0.17624*layer_0_9;

layer_1_24+=-0.21404*layer_0_10;

layer_1_24+=0.835597*layer_0_11;

layer_1_24+=-0.487522*layer_0_12;

layer_1_24+=0.698509*layer_0_13;

layer_1_24+=-0.60823*layer_0_14;

layer_1_24+=-0.5009*layer_0_15;

layer_1_24=1/(1+exp(-(layer_1_24)));

layer_1_25=0;

layer_1_25+=0.393369*layer_0_0;

layer_1_25+=1.10675*layer_0_1;

layer_1_25+=-0.827255*layer_0_2;

layer_1_25+=-0.807197*layer_0_3;

layer_1_25+=0.0734063*layer_0_4;

layer_1_25+=-0.112513*layer_0_5;

layer_1_25+=-0.773126*layer_0_6;

layer_1_25+=-0.438859*layer_0_7;

layer_1_25+=0.84362*layer_0_8;

layer_1_25+=-0.494438*layer_0_9;

layer_1_25+=-0.704585*layer_0_10;

layer_1_25+=-0.7954*layer_0_11;

layer_1_25+=0.858835*layer_0_12;

layer_1_25+=-0.796844*layer_0_13;

layer_1_25+=-0.83458*layer_0_14;

layer_1_25+=-0.882565*layer_0_15;

layer_1_25=1/(1+exp(-(layer_1_25)));

layer_1_26=0;

layer_1_26+=-1.35274*layer_0_0;

layer_1_26+=0.319371*layer_0_1;

layer_1_26+=-0.482825*layer_0_2;

layer_1_26+=-0.307182*layer_0_3;

layer_1_26+=0.755155*layer_0_4;

layer_1_26+=0.550271*layer_0_5;

layer_1_26+=-0.0515558*layer_0_6;

layer_1_26+=0.533553*layer_0_7;

layer_1_26+=0.176782*layer_0_8;

layer_1_26+=-0.360845*layer_0_9;

layer_1_26+=-0.396948*layer_0_10;

layer_1_26+=-0.74021*layer_0_11;

layer_1_26+=0.159247*layer_0_12;

layer_1_26+=0.809663*layer_0_13;

layer_1_26+=-0.364676*layer_0_14;

layer_1_26+=-0.517808*layer_0_15;

layer_1_26=1/(1+exp(-(layer_1_26)));

layer_1_27=0;

layer_1_27+=1.8668*layer_0_0;

layer_1_27+=-0.000391038*layer_0_1;

layer_1_27+=0.481791*layer_0_2;

layer_1_27+=0.737155*layer_0_3;

layer_1_27+=-0.394715*layer_0_4;

layer_1_27+=0.712461*layer_0_5;

layer_1_27+=-0.988611*layer_0_6;

layer_1_27+=0.932892*layer_0_7;

layer_1_27+=0.268788*layer_0_8;

layer_1_27+=0.560095*layer_0_9;

layer_1_27+=-0.0859674*layer_0_10;

layer_1_27+=-1.47148*layer_0_11;

layer_1_27+=-0.866604*layer_0_12;

layer_1_27+=-0.333607*layer_0_13;

layer_1_27+=-0.980961*layer_0_14;

layer_1_27+=-0.164159*layer_0_15;

layer_1_27=1/(1+exp(-(layer_1_27)));

layer_1_28=0;

layer_1_28+=-0.457755*layer_0_0;

layer_1_28+=0.400685*layer_0_1;

layer_1_28+=0.665267*layer_0_2;

layer_1_28+=-0.94255*layer_0_3;

layer_1_28+=0.546915*layer_0_4;

layer_1_28+=0.287815*layer_0_5;

layer_1_28+=0.393195*layer_0_6;

layer_1_28+=0.624391*layer_0_7;

layer_1_28+=0.0897287*layer_0_8;

layer_1_28+=0.34078*layer_0_9;

layer_1_28+=-0.868986*layer_0_10;

layer_1_28+=0.137259*layer_0_11;

layer_1_28+=0.309867*layer_0_12;

layer_1_28+=0.512881*layer_0_13;

layer_1_28+=-0.929729*layer_0_14;

layer_1_28+=0.737358*layer_0_15;

layer_1_28=1/(1+exp(-(layer_1_28)));

layer_1_29=0;

layer_1_29+=0.0816112*layer_0_0;

layer_1_29+=0.262341*layer_0_1;

layer_1_29+=-0.974961*layer_0_2;

layer_1_29+=-0.027541*layer_0_3;

layer_1_29+=0.768947*layer_0_4;

layer_1_29+=-0.990206*layer_0_5;

layer_1_29+=-0.56637*layer_0_6;

layer_1_29+=-0.830815*layer_0_7;

layer_1_29+=0.828238*layer_0_8;

layer_1_29+=0.108372*layer_0_9;

layer_1_29+=-0.525302*layer_0_10;

layer_1_29+=0.722576*layer_0_11;

layer_1_29+=-0.402592*layer_0_12;

layer_1_29+=0.248073*layer_0_13;

layer_1_29+=-0.716658*layer_0_14;

layer_1_29+=-0.688162*layer_0_15;

layer_1_29=1/(1+exp(-(layer_1_29)));

layer_1_30=1;

layer_2_0=0;

layer_2_0+=-0.360461*layer_1_0;

layer_2_0+=0.209585*layer_1_1;

layer_2_0+=0.74828*layer_1_2;

layer_2_0+=-1.07007*layer_1_3;

layer_2_0+=0.880519*layer_1_4;

layer_2_0+=-0.127053*layer_1_5;

layer_2_0+=-0.7654*layer_1_6;

layer_2_0+=0.523181*layer_1_7;

layer_2_0+=-0.565279*layer_1_8;

layer_2_0+=0.92912*layer_1_9;

layer_2_0+=0.667298*layer_1_10;

layer_2_0+=0.708818*layer_1_11;

layer_2_0+=-0.594045*layer_1_12;

layer_2_0+=-0.259896*layer_1_13;

layer_2_0+=-1.03075*layer_1_14;

layer_2_0+=0.556955*layer_1_15;

layer_2_0+=-0.881482*layer_1_16;

layer_2_0+=-0.230645*layer_1_17;

layer_2_0+=-0.430165*layer_1_18;

layer_2_0+=1.01152*layer_1_19;

layer_2_0+=-0.922628*layer_1_20;

layer_2_0+=-0.533118*layer_1_21;

layer_2_0+=-0.631844*layer_1_22;

layer_2_0+=-0.561318*layer_1_23;

layer_2_0+=-0.703253*layer_1_24;

layer_2_0+=0.240481*layer_1_25;

layer_2_0+=0.648842*layer_1_26;

layer_2_0+=0.746091*layer_1_27;

layer_2_0+=-0.633766*layer_1_28;

layer_2_0+=0.553323*layer_1_29;

layer_2_0+=0.291116*layer_1_30;

layer_2_0=1/(1+exp(-(layer_2_0)));

layer_2_1=0;

layer_2_1+=0.414386*layer_1_0;

layer_2_1+=0.948791*layer_1_1;

layer_2_1+=-0.114337*layer_1_2;

layer_2_1+=0.531647*layer_1_3;

layer_2_1+=0.341233*layer_1_4;

layer_2_1+=-0.70561*layer_1_5;

layer_2_1+=0.291443*layer_1_6;

layer_2_1+=0.129484*layer_1_7;

layer_2_1+=-0.12803*layer_1_8;

layer_2_1+=0.858183*layer_1_9;

layer_2_1+=0.156355*layer_1_10;

layer_2_1+=0.116072*layer_1_11;

layer_2_1+=0.0588867*layer_1_12;

layer_2_1+=-0.702125*layer_1_13;

layer_2_1+=-0.236206*layer_1_14;

layer_2_1+=-0.277732*layer_1_15;

layer_2_1+=-1.06278*layer_1_16;

layer_2_1+=0.549476*layer_1_17;

layer_2_1+=-0.736565*layer_1_18;

layer_2_1+=-0.849333*layer_1_19;

layer_2_1+=-0.229584*layer_1_20;

layer_2_1+=0.147459*layer_1_21;

layer_2_1+=-0.864282*layer_1_22;

layer_2_1+=-0.687914*layer_1_23;

layer_2_1+=-0.706116*layer_1_24;

layer_2_1+=0.289177*layer_1_25;

layer_2_1+=-0.217216*layer_1_26;

layer_2_1+=0.0221003*layer_1_27;

layer_2_1+=0.353177*layer_1_28;

layer_2_1+=-0.12094*layer_1_29;

layer_2_1+=0.368938*layer_1_30;

layer_2_1=1/(1+exp(-(layer_2_1)));

layer_2_2=0;

layer_2_2+=-0.105642*layer_1_0;

layer_2_2+=0.787375*layer_1_1;

layer_2_2+=-0.0539234*layer_1_2;

layer_2_2+=-1.25291*layer_1_3;

layer_2_2+=0.900856*layer_1_4;

layer_2_2+=0.539005*layer_1_5;

layer_2_2+=-0.235025*layer_1_6;

layer_2_2+=0.794267*layer_1_7;

layer_2_2+=-0.699339*layer_1_8;

layer_2_2+=0.597305*layer_1_9;

layer_2_2+=0.175169*layer_1_10;

layer_2_2+=-0.206331*layer_1_11;

layer_2_2+=0.085381*layer_1_12;

layer_2_2+=-0.0905111*layer_1_13;

layer_2_2+=-1.194*layer_1_14;

layer_2_2+=-0.512318*layer_1_15;

layer_2_2+=-0.830135*layer_1_16;

layer_2_2+=-0.324545*layer_1_17;

layer_2_2+=0.411533*layer_1_18;

layer_2_2+=0.330762*layer_1_19;

layer_2_2+=0.324019*layer_1_20;

layer_2_2+=0.663648*layer_1_21;

layer_2_2+=-0.268886*layer_1_22;

layer_2_2+=-0.408682*layer_1_23;

layer_2_2+=0.698212*layer_1_24;

layer_2_2+=-0.417176*layer_1_25;

layer_2_2+=-0.462567*layer_1_26;

layer_2_2+=-0.220788*layer_1_27;

layer_2_2+=-0.593278*layer_1_28;

layer_2_2+=0.397824*layer_1_29;

layer_2_2+=0.490707*layer_1_30;

layer_2_2=1/(1+exp(-(layer_2_2)));

layer_2_3=0;

layer_2_3+=0.520544*layer_1_0;

layer_2_3+=0.526604*layer_1_1;

layer_2_3+=-0.762685*layer_1_2;

layer_2_3+=-0.680237*layer_1_3;

layer_2_3+=-0.435506*layer_1_4;

layer_2_3+=0.357005*layer_1_5;

layer_2_3+=0.833703*layer_1_6;

layer_2_3+=-0.299856*layer_1_7;

layer_2_3+=0.0388757*layer_1_8;

layer_2_3+=-0.815986*layer_1_9;

layer_2_3+=0.8702*layer_1_10;

layer_2_3+=-0.600201*layer_1_11;

layer_2_3+=0.0165282*layer_1_12;

layer_2_3+=0.292008*layer_1_13;

layer_2_3+=-0.18807*layer_1_14;

layer_2_3+=0.394491*layer_1_15;

layer_2_3+=-0.850996*layer_1_16;

layer_2_3+=-0.866031*layer_1_17;

layer_2_3+=-0.893057*layer_1_18;

layer_2_3+=-0.967646*layer_1_19;

layer_2_3+=-0.305111*layer_1_20;

layer_2_3+=-0.414503*layer_1_21;

layer_2_3+=0.371531*layer_1_22;

layer_2_3+=-0.7252*layer_1_23;

layer_2_3+=-0.233107*layer_1_24;

layer_2_3+=-0.867098*layer_1_25;

layer_2_3+=0.319453*layer_1_26;

layer_2_3+=0.390428*layer_1_27;

layer_2_3+=-0.646585*layer_1_28;

layer_2_3+=0.384825*layer_1_29;

layer_2_3+=0.231422*layer_1_30;

layer_2_3=1/(1+exp(-(layer_2_3)));

layer_2_4=0;

layer_2_4+=0.414425*layer_1_0;

layer_2_4+=0.231496*layer_1_1;

layer_2_4+=-0.932583*layer_1_2;

layer_2_4+=-0.230161*layer_1_3;

layer_2_4+=-0.892047*layer_1_4;

layer_2_4+=0.895878*layer_1_5;

layer_2_4+=-0.0666212*layer_1_6;

layer_2_4+=0.851379*layer_1_7;

layer_2_4+=0.478123*layer_1_8;

layer_2_4+=0.0313076*layer_1_9;

layer_2_4+=0.407743*layer_1_10;

layer_2_4+=0.337354*layer_1_11;

layer_2_4+=-0.290608*layer_1_12;

layer_2_4+=-0.395379*layer_1_13;

layer_2_4+=-0.967332*layer_1_14;

layer_2_4+=0.594848*layer_1_15;

layer_2_4+=-0.83653*layer_1_16;

layer_2_4+=-0.930534*layer_1_17;

layer_2_4+=-0.489412*layer_1_18;

layer_2_4+=0.54853*layer_1_19;

layer_2_4+=-0.631391*layer_1_20;

layer_2_4+=-0.400309*layer_1_21;

layer_2_4+=-0.0748118*layer_1_22;

layer_2_4+=-1.07534*layer_1_23;

layer_2_4+=-0.200627*layer_1_24;

layer_2_4+=0.0124488*layer_1_25;

layer_2_4+=0.0462966*layer_1_26;

layer_2_4+=0.341769*layer_1_27;

layer_2_4+=-0.241579*layer_1_28;

layer_2_4+=-0.334957*layer_1_29;

layer_2_4+=0.685293*layer_1_30;

layer_2_4=1/(1+exp(-(layer_2_4)));

layer_2_5=0;

layer_2_5+=1.03016*layer_1_0;

layer_2_5+=0.520765*layer_1_1;

layer_2_5+=0.65785*layer_1_2;

layer_2_5+=-1.74135*layer_1_3;

layer_2_5+=0.174141*layer_1_4;

layer_2_5+=0.547159*layer_1_5;

layer_2_5+=-0.24855*layer_1_6;

layer_2_5+=-0.589863*layer_1_7;

layer_2_5+=-0.480356*layer_1_8;

layer_2_5+=-1.19622*layer_1_9;

layer_2_5+=0.317195*layer_1_10;

layer_2_5+=-0.311582*layer_1_11;

layer_2_5+=-1.09335*layer_1_12;

layer_2_5+=-1.18498*layer_1_13;

layer_2_5+=-0.394131*layer_1_14;

layer_2_5+=0.621542*layer_1_15;

layer_2_5+=0.459999*layer_1_16;

layer_2_5+=-0.290442*layer_1_17;

layer_2_5+=0.0109087*layer_1_18;

layer_2_5+=0.0982616*layer_1_19;

layer_2_5+=0.471182*layer_1_20;

layer_2_5+=0.585773*layer_1_21;

layer_2_5+=0.0739391*layer_1_22;

layer_2_5+=-0.00827993*layer_1_23;

layer_2_5+=-1.06385*layer_1_24;

layer_2_5+=0.562647*layer_1_25;

layer_2_5+=-0.452581*layer_1_26;

layer_2_5+=-0.388933*layer_1_27;

layer_2_5+=-0.274653*layer_1_28;

layer_2_5+=0.0685861*layer_1_29;

layer_2_5+=0.63213*layer_1_30;

layer_2_5=1/(1+exp(-(layer_2_5)));

layer_2_6=0;

layer_2_6+=0.518181*layer_1_0;

layer_2_6+=-0.134896*layer_1_1;

layer_2_6+=-1.21565*layer_1_2;

layer_2_6+=-0.934044*layer_1_3;

layer_2_6+=-0.305191*layer_1_4;

layer_2_6+=-0.717035*layer_1_5;

layer_2_6+=0.524246*layer_1_6;

layer_2_6+=-0.49473*layer_1_7;

layer_2_6+=0.713848*layer_1_8;

layer_2_6+=-0.997537*layer_1_9;

layer_2_6+=0.467984*layer_1_10;

layer_2_6+=0.168859*layer_1_11;

layer_2_6+=0.568716*layer_1_12;

layer_2_6+=-0.936647*layer_1_13;

layer_2_6+=-0.277193*layer_1_14;

layer_2_6+=0.744216*layer_1_15;

layer_2_6+=0.219112*layer_1_16;

layer_2_6+=0.767563*layer_1_17;

layer_2_6+=-1.0385*layer_1_18;

layer_2_6+=0.71627*layer_1_19;

layer_2_6+=0.491294*layer_1_20;

layer_2_6+=0.731034*layer_1_21;

layer_2_6+=0.524213*layer_1_22;

layer_2_6+=0.6263*layer_1_23;

layer_2_6+=0.160717*layer_1_24;

layer_2_6+=-0.668625*layer_1_25;

layer_2_6+=-0.126627*layer_1_26;

layer_2_6+=-0.782071*layer_1_27;

layer_2_6+=-0.829947*layer_1_28;

layer_2_6+=0.390752*layer_1_29;

layer_2_6+=0.57622*layer_1_30;

layer_2_6=1/(1+exp(-(layer_2_6)));

layer_2_7=0;

layer_2_7+=-0.481307*layer_1_0;

layer_2_7+=0.623768*layer_1_1;

layer_2_7+=-0.124461*layer_1_2;

layer_2_7+=-1.14169*layer_1_3;

layer_2_7+=0.689149*layer_1_4;

layer_2_7+=0.663478*layer_1_5;

layer_2_7+=-0.690893*layer_1_6;

layer_2_7+=-0.481194*layer_1_7;

layer_2_7+=0.240699*layer_1_8;

layer_2_7+=-0.123896*layer_1_9;

layer_2_7+=0.619085*layer_1_10;

layer_2_7+=-0.66139*layer_1_11;

layer_2_7+=0.377577*layer_1_12;

layer_2_7+=0.868932*layer_1_13;

layer_2_7+=-1.07908*layer_1_14;

layer_2_7+=0.305165*layer_1_15;

layer_2_7+=0.315567*layer_1_16;

layer_2_7+=-0.737608*layer_1_17;

layer_2_7+=-0.989557*layer_1_18;

layer_2_7+=-0.437672*layer_1_19;

layer_2_7+=0.327419*layer_1_20;

layer_2_7+=0.60587*layer_1_21;

layer_2_7+=0.0642929*layer_1_22;

layer_2_7+=-0.328713*layer_1_23;

layer_2_7+=0.56293*layer_1_24;

layer_2_7+=-0.54394*layer_1_25;

layer_2_7+=0.141403*layer_1_26;

layer_2_7+=-0.686351*layer_1_27;

layer_2_7+=-0.727148*layer_1_28;

layer_2_7+=0.930244*layer_1_29;

layer_2_7+=-0.436506*layer_1_30;

layer_2_7=1/(1+exp(-(layer_2_7)));

layer_2_8=0;

layer_2_8+=-1.07493*layer_1_0;

layer_2_8+=0.428194*layer_1_1;

layer_2_8+=-0.77109*layer_1_2;

layer_2_8+=-0.810575*layer_1_3;

layer_2_8+=-1.0336*layer_1_4;

layer_2_8+=-0.372395*layer_1_5;

layer_2_8+=0.238994*layer_1_6;

layer_2_8+=-0.338715*layer_1_7;

layer_2_8+=-0.251634*layer_1_8;

layer_2_8+=-0.218793*layer_1_9;

layer_2_8+=-0.896257*layer_1_10;

layer_2_8+=0.090219*layer_1_11;

layer_2_8+=0.350133*layer_1_12;

layer_2_8+=-0.282838*layer_1_13;

layer_2_8+=0.229841*layer_1_14;

layer_2_8+=0.726493*layer_1_15;

layer_2_8+=0.046559*layer_1_16;

layer_2_8+=0.140939*layer_1_17;

layer_2_8+=-0.966357*layer_1_18;

layer_2_8+=-0.112692*layer_1_19;

layer_2_8+=-0.528399*layer_1_20;

layer_2_8+=-0.155603*layer_1_21;

layer_2_8+=0.679723*layer_1_22;

layer_2_8+=-0.0264462*layer_1_23;

layer_2_8+=-0.887629*layer_1_24;

layer_2_8+=0.122463*layer_1_25;

layer_2_8+=0.399873*layer_1_26;

layer_2_8+=0.592173*layer_1_27;

layer_2_8+=0.620161*layer_1_28;

layer_2_8+=0.665697*layer_1_29;

layer_2_8+=-0.413984*layer_1_30;

layer_2_8=1/(1+exp(-(layer_2_8)));

layer_2_9=0;

layer_2_9+=0.518309*layer_1_0;

layer_2_9+=0.10487*layer_1_1;

layer_2_9+=0.377541*layer_1_2;

layer_2_9+=0.72233*layer_1_3;

layer_2_9+=0.352956*layer_1_4;

layer_2_9+=0.645303*layer_1_5;

layer_2_9+=0.622508*layer_1_6;

layer_2_9+=0.696844*layer_1_7;

layer_2_9+=-0.129262*layer_1_8;

layer_2_9+=-0.164783*layer_1_9;

layer_2_9+=-0.94045*layer_1_10;

layer_2_9+=-0.300466*layer_1_11;

layer_2_9+=0.539642*layer_1_12;

layer_2_9+=-0.174037*layer_1_13;

layer_2_9+=-0.833996*layer_1_14;

layer_2_9+=-1.15405*layer_1_15;

layer_2_9+=0.243639*layer_1_16;

layer_2_9+=0.523857*layer_1_17;

layer_2_9+=-0.979288*layer_1_18;

layer_2_9+=-0.951623*layer_1_19;

layer_2_9+=-0.365721*layer_1_20;

layer_2_9+=0.34915*layer_1_21;

layer_2_9+=0.490777*layer_1_22;

layer_2_9+=-0.718607*layer_1_23;

layer_2_9+=-0.883571*layer_1_24;

layer_2_9+=-0.925641*layer_1_25;

layer_2_9+=-0.350229*layer_1_26;

layer_2_9+=-0.968843*layer_1_27;

layer_2_9+=0.867401*layer_1_28;

layer_2_9+=0.229597*layer_1_29;

layer_2_9+=-0.892697*layer_1_30;

layer_2_9=1/(1+exp(-(layer_2_9)));

layer_2_10=0;

layer_2_10+=0.389509*layer_1_0;

layer_2_10+=-0.00284077*layer_1_1;

layer_2_10+=-0.238095*layer_1_2;

layer_2_10+=-1.09649*layer_1_3;

layer_2_10+=-0.830579*layer_1_4;

layer_2_10+=-0.300995*layer_1_5;

layer_2_10+=-0.0449177*layer_1_6;

layer_2_10+=0.463795*layer_1_7;

layer_2_10+=-1.20552*layer_1_8;

layer_2_10+=0.568163*layer_1_9;

layer_2_10+=-1.06258*layer_1_10;

layer_2_10+=0.199661*layer_1_11;

layer_2_10+=-0.147282*layer_1_12;

layer_2_10+=0.775319*layer_1_13;

layer_2_10+=-0.452793*layer_1_14;

layer_2_10+=-0.688876*layer_1_15;

layer_2_10+=-0.589081*layer_1_16;

layer_2_10+=0.499935*layer_1_17;

layer_2_10+=-0.545469*layer_1_18;

layer_2_10+=-0.20014*layer_1_19;

layer_2_10+=0.0759415*layer_1_20;

layer_2_10+=-0.841555*layer_1_21;

layer_2_10+=0.759882*layer_1_22;

layer_2_10+=0.341077*layer_1_23;

layer_2_10+=-0.934718*layer_1_24;

layer_2_10+=-0.133118*layer_1_25;

layer_2_10+=0.298355*layer_1_26;

layer_2_10+=0.806895*layer_1_27;

layer_2_10+=0.336181*layer_1_28;

layer_2_10+=0.241289*layer_1_29;

layer_2_10+=0.242409*layer_1_30;

layer_2_10=1/(1+exp(-(layer_2_10)));

layer_2_11=0;

layer_2_11+=0.524337*layer_1_0;

layer_2_11+=0.0773675*layer_1_1;

layer_2_11+=-0.520167*layer_1_2;

layer_2_11+=0.469051*layer_1_3;

layer_2_11+=-0.693429*layer_1_4;

layer_2_11+=0.00747091*layer_1_5;

layer_2_11+=0.147363*layer_1_6;

layer_2_11+=-0.619299*layer_1_7;

layer_2_11+=-0.14519*layer_1_8;

layer_2_11+=-0.0664281*layer_1_9;

layer_2_11+=0.624413*layer_1_10;

layer_2_11+=0.356173*layer_1_11;

layer_2_11+=0.466162*layer_1_12;

layer_2_11+=0.469301*layer_1_13;

layer_2_11+=-0.208324*layer_1_14;

layer_2_11+=0.375513*layer_1_15;

layer_2_11+=0.487799*layer_1_16;

layer_2_11+=1.01006*layer_1_17;

layer_2_11+=-0.658319*layer_1_18;

layer_2_11+=0.107963*layer_1_19;

layer_2_11+=0.657808*layer_1_20;

layer_2_11+=0.195767*layer_1_21;

layer_2_11+=0.705774*layer_1_22;

layer_2_11+=0.0420155*layer_1_23;

layer_2_11+=-0.23564*layer_1_24;

layer_2_11+=-0.115281*layer_1_25;

layer_2_11+=0.74948*layer_1_26;

layer_2_11+=1.0508*layer_1_27;

layer_2_11+=-0.735553*layer_1_28;

layer_2_11+=-0.568619*layer_1_29;

layer_2_11+=-0.593982*layer_1_30;

layer_2_11=1/(1+exp(-(layer_2_11)));

layer_2_12=0;

layer_2_12+=0.793569*layer_1_0;

layer_2_12+=1.17403*layer_1_1;

layer_2_12+=0.364798*layer_1_2;

layer_2_12+=-1.09313*layer_1_3;

layer_2_12+=0.531266*layer_1_4;

layer_2_12+=-0.763163*layer_1_5;

layer_2_12+=0.360784*layer_1_6;

layer_2_12+=0.0792123*layer_1_7;

layer_2_12+=0.107043*layer_1_8;

layer_2_12+=-0.82849*layer_1_9;

layer_2_12+=1.29526*layer_1_10;

layer_2_12+=-0.776481*layer_1_11;

layer_2_12+=0.153676*layer_1_12;

layer_2_12+=-1.18748*layer_1_13;

layer_2_12+=-0.595714*layer_1_14;

layer_2_12+=0.526254*layer_1_15;

layer_2_12+=-0.411218*layer_1_16;

layer_2_12+=-0.456852*layer_1_17;

layer_2_12+=0.310753*layer_1_18;

layer_2_12+=-0.135013*layer_1_19;

layer_2_12+=-0.0641765*layer_1_20;

layer_2_12+=-0.624076*layer_1_21;

layer_2_12+=0.364239*layer_1_22;

layer_2_12+=-0.708557*layer_1_23;

layer_2_12+=0.160462*layer_1_24;

layer_2_12+=0.00579065*layer_1_25;

layer_2_12+=0.528798*layer_1_26;

layer_2_12+=-0.314008*layer_1_27;

layer_2_12+=-0.866941*layer_1_28;

layer_2_12+=-0.251546*layer_1_29;

layer_2_12+=-0.248207*layer_1_30;

layer_2_12=1/(1+exp(-(layer_2_12)));

layer_2_13=0;

layer_2_13+=-0.935475*layer_1_0;

layer_2_13+=0.577332*layer_1_1;

layer_2_13+=0.111856*layer_1_2;

layer_2_13+=0.454911*layer_1_3;

layer_2_13+=0.0750372*layer_1_4;

layer_2_13+=-0.0308225*layer_1_5;

layer_2_13+=-0.202686*layer_1_6;

layer_2_13+=0.262935*layer_1_7;

layer_2_13+=0.30969*layer_1_8;

layer_2_13+=0.628485*layer_1_9;

layer_2_13+=-0.273605*layer_1_10;

layer_2_13+=-0.352063*layer_1_11;

layer_2_13+=-1.01909*layer_1_12;

layer_2_13+=0.550696*layer_1_13;

layer_2_13+=0.190688*layer_1_14;

layer_2_13+=-0.266184*layer_1_15;

layer_2_13+=-1.11583*layer_1_16;

layer_2_13+=0.65652*layer_1_17;

layer_2_13+=0.0397617*layer_1_18;

layer_2_13+=-1.04028*layer_1_19;

layer_2_13+=-0.356533*layer_1_20;

layer_2_13+=0.762891*layer_1_21;

layer_2_13+=-1.05583*layer_1_22;

layer_2_13+=-0.841675*layer_1_23;

layer_2_13+=-0.819832*layer_1_24;

layer_2_13+=-0.800852*layer_1_25;

layer_2_13+=-0.0708593*layer_1_26;

layer_2_13+=-1.02503*layer_1_27;

layer_2_13+=-0.216276*layer_1_28;

layer_2_13+=0.0315307*layer_1_29;

layer_2_13+=0.380596*layer_1_30;

layer_2_13=1/(1+exp(-(layer_2_13)));

layer_2_14=0;

layer_2_14+=0.437081*layer_1_0;

layer_2_14+=0.838557*layer_1_1;

layer_2_14+=0.193945*layer_1_2;

layer_2_14+=-0.616544*layer_1_3;

layer_2_14+=0.539586*layer_1_4;

layer_2_14+=-0.374241*layer_1_5;

layer_2_14+=0.897177*layer_1_6;

layer_2_14+=0.429945*layer_1_7;

layer_2_14+=-0.667664*layer_1_8;

layer_2_14+=-0.73718*layer_1_9;

layer_2_14+=-0.257755*layer_1_10;

layer_2_14+=-0.678867*layer_1_11;

layer_2_14+=0.0619953*layer_1_12;

layer_2_14+=-0.802506*layer_1_13;

layer_2_14+=0.758464*layer_1_14;

layer_2_14+=-0.704873*layer_1_15;

layer_2_14+=-0.404602*layer_1_16;

layer_2_14+=-0.452281*layer_1_17;

layer_2_14+=-0.931252*layer_1_18;

layer_2_14+=-0.675282*layer_1_19;

layer_2_14+=-1.00286*layer_1_20;

layer_2_14+=0.491718*layer_1_21;

layer_2_14+=0.43248*layer_1_22;

layer_2_14+=0.677323*layer_1_23;

layer_2_14+=-1.11536*layer_1_24;

layer_2_14+=-0.114957*layer_1_25;

layer_2_14+=-0.281336*layer_1_26;

layer_2_14+=0.466074*layer_1_27;

layer_2_14+=-0.227164*layer_1_28;

layer_2_14+=-0.0701391*layer_1_29;

layer_2_14+=0.498764*layer_1_30;

layer_2_14=1/(1+exp(-(layer_2_14)));

layer_2_15=0;

layer_2_15+=-1.38523*layer_1_0;

layer_2_15+=-0.538271*layer_1_1;

layer_2_15+=-0.998365*layer_1_2;

layer_2_15+=1.20583*layer_1_3;

layer_2_15+=0.267955*layer_1_4;

layer_2_15+=0.604999*layer_1_5;

layer_2_15+=-1.53097*layer_1_6;

layer_2_15+=-0.171139*layer_1_7;

layer_2_15+=-0.28431*layer_1_8;

layer_2_15+=0.393363*layer_1_9;

layer_2_15+=-0.32627*layer_1_10;

layer_2_15+=-0.538241*layer_1_11;

layer_2_15+=0.566222*layer_1_12;

layer_2_15+=0.708349*layer_1_13;

layer_2_15+=-0.882228*layer_1_14;

layer_2_15+=-0.503978*layer_1_15;

layer_2_15+=-0.913141*layer_1_16;

layer_2_15+=0.0413626*layer_1_17;

layer_2_15+=0.462976*layer_1_18;

layer_2_15+=0.105607*layer_1_19;

layer_2_15+=-1.27749*layer_1_20;

layer_2_15+=0.430397*layer_1_21;

layer_2_15+=-0.149091*layer_1_22;

layer_2_15+=0.69976*layer_1_23;

layer_2_15+=0.43507*layer_1_24;

layer_2_15+=0.533251*layer_1_25;

layer_2_15+=-0.328671*layer_1_26;

layer_2_15+=-0.179847*layer_1_27;

layer_2_15+=-0.163278*layer_1_28;

layer_2_15+=-0.976876*layer_1_29;

layer_2_15+=0.303934*layer_1_30;

layer_2_15=1/(1+exp(-(layer_2_15)));

layer_2_16=0;

layer_2_16+=-0.918896*layer_1_0;

layer_2_16+=0.646697*layer_1_1;

layer_2_16+=0.454604*layer_1_2;

layer_2_16+=-0.838451*layer_1_3;

layer_2_16+=-0.674103*layer_1_4;

layer_2_16+=-0.906382*layer_1_5;

layer_2_16+=0.34749*layer_1_6;

layer_2_16+=-0.958057*layer_1_7;

layer_2_16+=-0.284761*layer_1_8;

layer_2_16+=0.371971*layer_1_9;

layer_2_16+=0.642955*layer_1_10;

layer_2_16+=-0.165229*layer_1_11;

layer_2_16+=0.948875*layer_1_12;

layer_2_16+=0.0573743*layer_1_13;

layer_2_16+=-0.436724*layer_1_14;

layer_2_16+=-0.0370569*layer_1_15;

layer_2_16+=0.610892*layer_1_16;

layer_2_16+=-0.875168*layer_1_17;

layer_2_16+=-0.942319*layer_1_18;

layer_2_16+=-0.714514*layer_1_19;

layer_2_16+=-0.724241*layer_1_20;

layer_2_16+=0.798881*layer_1_21;

layer_2_16+=-0.386796*layer_1_22;

layer_2_16+=-0.335941*layer_1_23;

layer_2_16+=0.591155*layer_1_24;

layer_2_16+=-0.906355*layer_1_25;

layer_2_16+=0.506619*layer_1_26;

layer_2_16+=-0.659451*layer_1_27;

layer_2_16+=0.723363*layer_1_28;

layer_2_16+=-0.494407*layer_1_29;

layer_2_16+=-0.461287*layer_1_30;

layer_2_16=1/(1+exp(-(layer_2_16)));

layer_2_17=0;

layer_2_17+=-1.03823*layer_1_0;

layer_2_17+=-0.874455*layer_1_1;

layer_2_17+=0.279622*layer_1_2;

layer_2_17+=0.831561*layer_1_3;

layer_2_17+=0.493906*layer_1_4;

layer_2_17+=0.23794*layer_1_5;

layer_2_17+=-0.0528871*layer_1_6;

layer_2_17+=-1.16186*layer_1_7;

layer_2_17+=-0.904231*layer_1_8;

layer_2_17+=-0.957919*layer_1_9;

layer_2_17+=-0.63155*layer_1_10;

layer_2_17+=-0.167196*layer_1_11;

layer_2_17+=-0.938665*layer_1_12;

layer_2_17+=0.732555*layer_1_13;

layer_2_17+=-0.245006*layer_1_14;

layer_2_17+=-0.107976*layer_1_15;

layer_2_17+=0.545264*layer_1_16;

layer_2_17+=-0.00150105*layer_1_17;

layer_2_17+=-0.0640357*layer_1_18;

layer_2_17+=0.848832*layer_1_19;

layer_2_17+=0.717506*layer_1_20;

layer_2_17+=0.632171*layer_1_21;

layer_2_17+=0.400886*layer_1_22;

layer_2_17+=-0.818517*layer_1_23;

layer_2_17+=-0.642906*layer_1_24;

layer_2_17+=-0.482206*layer_1_25;

layer_2_17+=-0.892465*layer_1_26;

layer_2_17+=0.893071*layer_1_27;

layer_2_17+=-0.0567846*layer_1_28;

layer_2_17+=0.234591*layer_1_29;

layer_2_17+=-0.938231*layer_1_30;

layer_2_17=1/(1+exp(-(layer_2_17)));

layer_2_18=0;

layer_2_18+=-0.131699*layer_1_0;

layer_2_18+=0.318497*layer_1_1;

layer_2_18+=0.340246*layer_1_2;

layer_2_18+=0.658336*layer_1_3;

layer_2_18+=-1.03216*layer_1_4;

layer_2_18+=0.384061*layer_1_5;

layer_2_18+=-0.563154*layer_1_6;

layer_2_18+=0.127772*layer_1_7;

layer_2_18+=0.59173*layer_1_8;

layer_2_18+=0.727657*layer_1_9;

layer_2_18+=-1.26672*layer_1_10;

layer_2_18+=0.52159*layer_1_11;

layer_2_18+=-0.306006*layer_1_12;

layer_2_18+=-1.07646*layer_1_13;

layer_2_18+=-0.844367*layer_1_14;

layer_2_18+=-0.425977*layer_1_15;

layer_2_18+=-0.785529*layer_1_16;

layer_2_18+=0.778698*layer_1_17;

layer_2_18+=-0.117601*layer_1_18;

layer_2_18+=-0.672039*layer_1_19;

layer_2_18+=0.357325*layer_1_20;

layer_2_18+=0.780441*layer_1_21;

layer_2_18+=-0.787072*layer_1_22;

layer_2_18+=-1.03478*layer_1_23;

layer_2_18+=0.310441*layer_1_24;

layer_2_18+=-0.586746*layer_1_25;

layer_2_18+=0.0634134*layer_1_26;

layer_2_18+=0.535679*layer_1_27;

layer_2_18+=0.605757*layer_1_28;

layer_2_18+=-0.374192*layer_1_29;

layer_2_18+=0.0778527*layer_1_30;

layer_2_18=1/(1+exp(-(layer_2_18)));

layer_2_19=0;

layer_2_19+=0.835987*layer_1_0;

layer_2_19+=0.611523*layer_1_1;

layer_2_19+=0.124802*layer_1_2;

layer_2_19+=-0.551505*layer_1_3;

layer_2_19+=0.463565*layer_1_4;

layer_2_19+=-0.421994*layer_1_5;

layer_2_19+=-0.441741*layer_1_6;

layer_2_19+=-1.06716*layer_1_7;

layer_2_19+=-0.0320862*layer_1_8;

layer_2_19+=-0.324931*layer_1_9;

layer_2_19+=-0.888618*layer_1_10;

layer_2_19+=-0.370432*layer_1_11;

layer_2_19+=0.670944*layer_1_12;

layer_2_19+=-0.631653*layer_1_13;

layer_2_19+=0.677061*layer_1_14;

layer_2_19+=-0.900227*layer_1_15;

layer_2_19+=0.621488*layer_1_16;

layer_2_19+=0.750188*layer_1_17;

layer_2_19+=-0.265956*layer_1_18;

layer_2_19+=-0.665917*layer_1_19;

layer_2_19+=0.140073*layer_1_20;

layer_2_19+=0.0409273*layer_1_21;

layer_2_19+=0.128675*layer_1_22;

layer_2_19+=-0.172711*layer_1_23;

layer_2_19+=-1.12296*layer_1_24;

layer_2_19+=0.708826*layer_1_25;

layer_2_19+=-0.742522*layer_1_26;

layer_2_19+=-0.506713*layer_1_27;

layer_2_19+=-0.606313*layer_1_28;

layer_2_19+=0.284887*layer_1_29;

layer_2_19+=0.122898*layer_1_30;

layer_2_19=1/(1+exp(-(layer_2_19)));

layer_2_20=0;

layer_2_20+=0.471093*layer_1_0;

layer_2_20+=-0.151355*layer_1_1;

layer_2_20+=0.524971*layer_1_2;

layer_2_20+=0.249567*layer_1_3;

layer_2_20+=0.340268*layer_1_4;

layer_2_20+=0.414255*layer_1_5;

layer_2_20+=-0.999903*layer_1_6;

layer_2_20+=-0.0399986*layer_1_7;

layer_2_20+=-1.21*layer_1_8;

layer_2_20+=-0.993102*layer_1_9;

layer_2_20+=0.246772*layer_1_10;

layer_2_20+=-0.297423*layer_1_11;

layer_2_20+=0.766717*layer_1_12;

layer_2_20+=0.15572*layer_1_13;

layer_2_20+=0.470859*layer_1_14;

layer_2_20+=-1.10197*layer_1_15;

layer_2_20+=0.251672*layer_1_16;

layer_2_20+=-0.902293*layer_1_17;

layer_2_20+=0.343991*layer_1_18;

layer_2_20+=0.797213*layer_1_19;

layer_2_20+=-0.126993*layer_1_20;

layer_2_20+=0.457254*layer_1_21;

layer_2_20+=-0.572709*layer_1_22;

layer_2_20+=0.689696*layer_1_23;

layer_2_20+=0.125698*layer_1_24;

layer_2_20+=0.181507*layer_1_25;

layer_2_20+=-0.421815*layer_1_26;

layer_2_20+=0.88421*layer_1_27;

layer_2_20+=-0.0971364*layer_1_28;

layer_2_20+=0.463565*layer_1_29;

layer_2_20+=-0.296793*layer_1_30;

layer_2_20=1/(1+exp(-(layer_2_20)));

layer_2_21=0;

layer_2_21+=-1.33415*layer_1_0;

layer_2_21+=-0.3456*layer_1_1;

layer_2_21+=0.176021*layer_1_2;

layer_2_21+=0.097669*layer_1_3;

layer_2_21+=-0.432179*layer_1_4;

layer_2_21+=-1.00447*layer_1_5;

layer_2_21+=-0.594331*layer_1_6;

layer_2_21+=0.161785*layer_1_7;

layer_2_21+=0.568697*layer_1_8;

layer_2_21+=-0.202785*layer_1_9;

layer_2_21+=0.660458*layer_1_10;

layer_2_21+=-0.22409*layer_1_11;

layer_2_21+=-0.00710136*layer_1_12;

layer_2_21+=-0.859815*layer_1_13;

layer_2_21+=0.728677*layer_1_14;

layer_2_21+=0.601213*layer_1_15;

layer_2_21+=-0.116029*layer_1_16;

layer_2_21+=0.392413*layer_1_17;

layer_2_21+=-0.435749*layer_1_18;

layer_2_21+=0.0601321*layer_1_19;

layer_2_21+=-0.0194014*layer_1_20;

layer_2_21+=0.0743347*layer_1_21;

layer_2_21+=-1.0231*layer_1_22;

layer_2_21+=-0.208872*layer_1_23;

layer_2_21+=-0.607913*layer_1_24;

layer_2_21+=0.857728*layer_1_25;

layer_2_21+=0.741351*layer_1_26;

layer_2_21+=1.04412*layer_1_27;

layer_2_21+=0.155472*layer_1_28;

layer_2_21+=0.154152*layer_1_29;

layer_2_21+=-0.847102*layer_1_30;

layer_2_21=1/(1+exp(-(layer_2_21)));

layer_2_22=0;

layer_2_22+=-0.189546*layer_1_0;

layer_2_22+=-0.397209*layer_1_1;

layer_2_22+=-0.0518626*layer_1_2;

layer_2_22+=-0.87639*layer_1_3;

layer_2_22+=0.724354*layer_1_4;

layer_2_22+=-0.431391*layer_1_5;

layer_2_22+=0.529751*layer_1_6;

layer_2_22+=0.818595*layer_1_7;

layer_2_22+=0.146364*layer_1_8;

layer_2_22+=-0.604416*layer_1_9;

layer_2_22+=-0.443485*layer_1_10;

layer_2_22+=0.116019*layer_1_11;

layer_2_22+=0.711611*layer_1_12;

layer_2_22+=-0.537929*layer_1_13;

layer_2_22+=-0.461497*layer_1_14;

layer_2_22+=0.428393*layer_1_15;

layer_2_22+=0.719179*layer_1_16;

layer_2_22+=-0.562863*layer_1_17;

layer_2_22+=-0.677894*layer_1_18;

layer_2_22+=-0.139425*layer_1_19;

layer_2_22+=0.746146*layer_1_20;

layer_2_22+=0.117492*layer_1_21;

layer_2_22+=-0.983709*layer_1_22;

layer_2_22+=0.983158*layer_1_23;

layer_2_22+=-0.921803*layer_1_24;

layer_2_22+=0.230825*layer_1_25;

layer_2_22+=-0.499184*layer_1_26;

layer_2_22+=-0.68624*layer_1_27;

layer_2_22+=-0.826771*layer_1_28;

layer_2_22+=-0.557099*layer_1_29;

layer_2_22+=-0.0102237*layer_1_30;

layer_2_22=1/(1+exp(-(layer_2_22)));

layer_2_23=0;

layer_2_23+=0.968031*layer_1_0;

layer_2_23+=-0.794569*layer_1_1;

layer_2_23+=-0.884186*layer_1_2;

layer_2_23+=-0.691173*layer_1_3;

layer_2_23+=-0.473219*layer_1_4;

layer_2_23+=-0.0564736*layer_1_5;

layer_2_23+=-0.0698694*layer_1_6;

layer_2_23+=-0.229403*layer_1_7;

layer_2_23+=0.833611*layer_1_8;

layer_2_23+=0.181467*layer_1_9;

layer_2_23+=-0.400828*layer_1_10;

layer_2_23+=-0.103354*layer_1_11;

layer_2_23+=-0.276347*layer_1_12;

layer_2_23+=0.651289*layer_1_13;

layer_2_23+=0.0687284*layer_1_14;

layer_2_23+=0.637289*layer_1_15;

layer_2_23+=0.415801*layer_1_16;

layer_2_23+=0.547791*layer_1_17;

layer_2_23+=0.104538*layer_1_18;

layer_2_23+=0.720672*layer_1_19;

layer_2_23+=-0.426972*layer_1_20;

layer_2_23+=0.843287*layer_1_21;

layer_2_23+=-0.508738*layer_1_22;

layer_2_23+=0.775057*layer_1_23;

layer_2_23+=0.35092*layer_1_24;

layer_2_23+=-0.749737*layer_1_25;

layer_2_23+=0.404286*layer_1_26;

layer_2_23+=-0.292228*layer_1_27;

layer_2_23+=-0.708512*layer_1_28;

layer_2_23+=-0.963328*layer_1_29;

layer_2_23+=-0.916745*layer_1_30;

layer_2_23=1/(1+exp(-(layer_2_23)));

layer_2_24=0;

layer_2_24+=-0.169682*layer_1_0;

layer_2_24+=0.668048*layer_1_1;

layer_2_24+=-0.827071*layer_1_2;

layer_2_24+=-0.981216*layer_1_3;

layer_2_24+=-0.654596*layer_1_4;

layer_2_24+=0.543467*layer_1_5;

layer_2_24+=0.502791*layer_1_6;

layer_2_24+=0.492911*layer_1_7;

layer_2_24+=0.235201*layer_1_8;

layer_2_24+=-0.472634*layer_1_9;

layer_2_24+=0.48936*layer_1_10;

layer_2_24+=0.82957*layer_1_11;

layer_2_24+=0.622726*layer_1_12;

layer_2_24+=-0.561795*layer_1_13;

layer_2_24+=-0.119077*layer_1_14;

layer_2_24+=-1.03939*layer_1_15;

layer_2_24+=-0.914534*layer_1_16;

layer_2_24+=-0.959636*layer_1_17;

layer_2_24+=-0.39959*layer_1_18;

layer_2_24+=0.364059*layer_1_19;

layer_2_24+=-0.251664*layer_1_20;

layer_2_24+=-0.674663*layer_1_21;

layer_2_24+=-0.463208*layer_1_22;

layer_2_24+=-0.661157*layer_1_23;

layer_2_24+=0.399846*layer_1_24;

layer_2_24+=-0.739858*layer_1_25;

layer_2_24+=-0.936926*layer_1_26;

layer_2_24+=0.0187605*layer_1_27;

layer_2_24+=-0.400671*layer_1_28;

layer_2_24+=0.573122*layer_1_29;

layer_2_24+=-0.682363*layer_1_30;

layer_2_24=1/(1+exp(-(layer_2_24)));

layer_2_25=0;

layer_2_25+=1.02733*layer_1_0;

layer_2_25+=-0.432963*layer_1_1;

layer_2_25+=-1.06092*layer_1_2;

layer_2_25+=-1.28413*layer_1_3;

layer_2_25+=0.744852*layer_1_4;

layer_2_25+=-0.517336*layer_1_5;

layer_2_25+=0.179131*layer_1_6;

layer_2_25+=-0.331542*layer_1_7;

layer_2_25+=0.151094*layer_1_8;

layer_2_25+=0.280497*layer_1_9;

layer_2_25+=0.874582*layer_1_10;

layer_2_25+=0.791418*layer_1_11;

layer_2_25+=0.852567*layer_1_12;

layer_2_25+=-1.16915*layer_1_13;

layer_2_25+=-0.765371*layer_1_14;

layer_2_25+=0.12321*layer_1_15;

layer_2_25+=0.28119*layer_1_16;

layer_2_25+=0.669197*layer_1_17;

layer_2_25+=-0.995445*layer_1_18;

layer_2_25+=0.749835*layer_1_19;

layer_2_25+=0.591994*layer_1_20;

layer_2_25+=-0.303627*layer_1_21;

layer_2_25+=0.130138*layer_1_22;

layer_2_25+=0.177031*layer_1_23;

layer_2_25+=-0.194654*layer_1_24;

layer_2_25+=-0.440681*layer_1_25;

layer_2_25+=0.701562*layer_1_26;

layer_2_25+=0.547394*layer_1_27;

layer_2_25+=0.403101*layer_1_28;

layer_2_25+=0.194249*layer_1_29;

layer_2_25+=-0.455245*layer_1_30;

layer_2_25=1/(1+exp(-(layer_2_25)));

layer_2_26=0;

layer_2_26+=-0.835458*layer_1_0;

layer_2_26+=-0.649357*layer_1_1;

layer_2_26+=0.101744*layer_1_2;

layer_2_26+=-0.208622*layer_1_3;

layer_2_26+=-0.44183*layer_1_4;

layer_2_26+=-0.650115*layer_1_5;

layer_2_26+=-0.145918*layer_1_6;

layer_2_26+=0.29788*layer_1_7;

layer_2_26+=0.766618*layer_1_8;

layer_2_26+=0.246704*layer_1_9;

layer_2_26+=0.901273*layer_1_10;

layer_2_26+=-0.568289*layer_1_11;

layer_2_26+=-0.102184*layer_1_12;

layer_2_26+=-0.68736*layer_1_13;

layer_2_26+=0.627849*layer_1_14;

layer_2_26+=-0.120533*layer_1_15;

layer_2_26+=-0.530001*layer_1_16;

layer_2_26+=0.0239316*layer_1_17;

layer_2_26+=-0.0169081*layer_1_18;

layer_2_26+=-0.420897*layer_1_19;

layer_2_26+=-0.384997*layer_1_20;

layer_2_26+=-0.700083*layer_1_21;

layer_2_26+=-0.526396*layer_1_22;

layer_2_26+=-0.649162*layer_1_23;

layer_2_26+=0.730105*layer_1_24;

layer_2_26+=0.466527*layer_1_25;

layer_2_26+=0.469449*layer_1_26;

layer_2_26+=0.168041*layer_1_27;

layer_2_26+=0.224673*layer_1_28;

layer_2_26+=-0.510272*layer_1_29;

layer_2_26+=0.533738*layer_1_30;

layer_2_26=1/(1+exp(-(layer_2_26)));

layer_2_27=0;

layer_2_27+=-1.16619*layer_1_0;

layer_2_27+=0.177952*layer_1_1;

layer_2_27+=0.517933*layer_1_2;

layer_2_27+=-0.16424*layer_1_3;

layer_2_27+=-0.939342*layer_1_4;

layer_2_27+=-0.245831*layer_1_5;

layer_2_27+=-1.0258*layer_1_6;

layer_2_27+=0.580567*layer_1_7;

layer_2_27+=0.0443995*layer_1_8;

layer_2_27+=-0.119215*layer_1_9;

layer_2_27+=0.00759572*layer_1_10;

layer_2_27+=0.110932*layer_1_11;

layer_2_27+=0.409623*layer_1_12;

layer_2_27+=0.344063*layer_1_13;

layer_2_27+=0.164428*layer_1_14;

layer_2_27+=0.469067*layer_1_15;

layer_2_27+=0.601382*layer_1_16;

layer_2_27+=-0.696018*layer_1_17;

layer_2_27+=-0.417989*layer_1_18;

layer_2_27+=0.438928*layer_1_19;

layer_2_27+=-1.05873*layer_1_20;

layer_2_27+=-0.202474*layer_1_21;

layer_2_27+=-1.10229*layer_1_22;

layer_2_27+=-0.0207517*layer_1_23;

layer_2_27+=-0.743669*layer_1_24;

layer_2_27+=-0.895197*layer_1_25;

layer_2_27+=-0.607064*layer_1_26;

layer_2_27+=1.00783*layer_1_27;

layer_2_27+=-0.259*layer_1_28;

layer_2_27+=0.148694*layer_1_29;

layer_2_27+=-0.857967*layer_1_30;

layer_2_27=1/(1+exp(-(layer_2_27)));

layer_2_28=0;

layer_2_28+=-0.34478*layer_1_0;

layer_2_28+=0.90814*layer_1_1;

layer_2_28+=0.554326*layer_1_2;

layer_2_28+=-0.578955*layer_1_3;

layer_2_28+=-0.590016*layer_1_4;

layer_2_28+=-0.567342*layer_1_5;

layer_2_28+=-0.921323*layer_1_6;

layer_2_28+=0.931126*layer_1_7;

layer_2_28+=-0.707398*layer_1_8;

layer_2_28+=-0.952498*layer_1_9;

layer_2_28+=-0.622096*layer_1_10;

layer_2_28+=-0.448544*layer_1_11;

layer_2_28+=0.459584*layer_1_12;

layer_2_28+=0.113574*layer_1_13;

layer_2_28+=-1.0621*layer_1_14;

layer_2_28+=-0.510879*layer_1_15;

layer_2_28+=-0.943769*layer_1_16;

layer_2_28+=-0.605881*layer_1_17;

layer_2_28+=-0.0907685*layer_1_18;

layer_2_28+=-0.677757*layer_1_19;

layer_2_28+=0.2186*layer_1_20;

layer_2_28+=-0.807424*layer_1_21;

layer_2_28+=-0.14074*layer_1_22;

layer_2_28+=0.397111*layer_1_23;

layer_2_28+=-0.40901*layer_1_24;

layer_2_28+=-0.898136*layer_1_25;

layer_2_28+=-0.586461*layer_1_26;

layer_2_28+=0.199429*layer_1_27;

layer_2_28+=0.597332*layer_1_28;

layer_2_28+=0.105863*layer_1_29;

layer_2_28+=0.736991*layer_1_30;

layer_2_28=1/(1+exp(-(layer_2_28)));

layer_2_29=0;

layer_2_29+=-1.74746*layer_1_0;

layer_2_29+=-0.146001*layer_1_1;

layer_2_29+=0.578355*layer_1_2;

layer_2_29+=0.56121*layer_1_3;

layer_2_29+=-0.430909*layer_1_4;

layer_2_29+=0.13163*layer_1_5;

layer_2_29+=-0.648231*layer_1_6;

layer_2_29+=-0.893392*layer_1_7;

layer_2_29+=0.32629*layer_1_8;

layer_2_29+=-0.770371*layer_1_9;

layer_2_29+=-1.83438*layer_1_10;

layer_2_29+=-0.618451*layer_1_11;

layer_2_29+=-0.601357*layer_1_12;

layer_2_29+=-0.0958015*layer_1_13;

layer_2_29+=0.45208*layer_1_14;

layer_2_29+=-1.20554*layer_1_15;

layer_2_29+=0.874736*layer_1_16;

layer_2_29+=-0.28321*layer_1_17;

layer_2_29+=0.466214*layer_1_18;

layer_2_29+=-0.933669*layer_1_19;

layer_2_29+=-1.26324*layer_1_20;

layer_2_29+=0.114213*layer_1_21;

layer_2_29+=-0.579337*layer_1_22;

layer_2_29+=-0.262996*layer_1_23;

layer_2_29+=-0.30722*layer_1_24;

layer_2_29+=0.897503*layer_1_25;

layer_2_29+=-0.500194*layer_1_26;

layer_2_29+=0.83138*layer_1_27;

layer_2_29+=-0.519296*layer_1_28;

layer_2_29+=0.694689*layer_1_29;

layer_2_29+=0.330241*layer_1_30;

layer_2_29=1/(1+exp(-(layer_2_29)));

layer_2_30=1;

layer_3_0=0;

layer_3_0+=-0.545364*layer_2_0;

layer_3_0+=-0.354888*layer_2_1;

layer_3_0+=-0.428231*layer_2_2;

layer_3_0+=-0.454038*layer_2_3;

layer_3_0+=-0.405722*layer_2_4;

layer_3_0+=-0.956469*layer_2_5;

layer_3_0+=-0.550689*layer_2_6;

layer_3_0+=-0.799677*layer_2_7;

layer_3_0+=0.390093*layer_2_8;

layer_3_0+=0.323008*layer_2_9;

layer_3_0+=0.58499*layer_2_10;

layer_3_0+=0.416081*layer_2_11;

layer_3_0+=-1.23411*layer_2_12;

layer_3_0+=0.330897*layer_2_13;

layer_3_0+=-0.162244*layer_2_14;

layer_3_0+=1.17213*layer_2_15;

layer_3_0+=-0.301636*layer_2_16;

layer_3_0+=0.923414*layer_2_17;

layer_3_0+=0.500936*layer_2_18;

layer_3_0+=0.147564*layer_2_19;

layer_3_0+=0.60469*layer_2_20;

layer_3_0+=0.533561*layer_2_21;

layer_3_0+=-0.177414*layer_2_22;

layer_3_0+=-0.205623*layer_2_23;

layer_3_0+=0.205566*layer_2_24;

layer_3_0+=-0.640817*layer_2_25;

layer_3_0+=0.0048945*layer_2_26;

layer_3_0+=0.700967*layer_2_27;

layer_3_0+=0.172615*layer_2_28;

layer_3_0+=1.48897*layer_2_29;

layer_3_0+=-0.796136*layer_2_30;

layer_3_0=1/(1+exp(-(layer_3_0)));

layer_3_1=1;

output0=layer_3_0;










Plot(Output0 * 100, _DEFAULT_NAME(), ParamColor( "Color2", colorCycle ), ParamStyle("Style") );

Plot(70, _DEFAULT_NAME(), colorWhite, styleDashed);

Plot(30, _DEFAULT_NAME(), colorWhite, styleDashed);

_SECTION_END();




_SECTION_BEGIN("RSI");

SetChartOptions(0,0,chartGrid30|chartGrid70);

periods = Param( "Periods", 15, 1, 200, 1 );

Plot( RSI( periods), _DEFAULT_NAME(), ParamColor( "Color", colorCycle ), ParamStyle("Style") );

_SECTION_END();

Thursday 18 October 2018

Multi-level of CCI Oscillator


Multi-level of CCI Oscillator to indicate market movements,
Overbought and Oversold Oscillator can be combined with Buy and Sell stop




_SECTION_BEGIN("Multilevel CCI");
SetChartOptions(0,0,chartGrid100|chartGridDiv100);
Period = Param("CCI Period",14,1,100,1);
CCILineColor = ParamColor("CCI Line Color",colorDarkGreen);
CCIOverboughtColor = ParamColor("CCI Overbought Color", colordarkGreen);
CCIOversoldColor = ParamColor("CCI Oversold Color", colorBrown);
CCIAboveZeroColor = ParamColor("CCI Above Zero Color", colorBrightGreen);
CCIBelowZeroColor = ParamColor("CCI Below Zero Color", colorRed);

z = CCI(Period);
Plot(z,"CCI",IIf(z<-100,CCIOversoldColor,IIf(z>100,CCIOverboughtColor,CCILineColor)),styleNoLabel);

Plot(200,"200",CCILineColor,styleNoTitle|styleNoLabel);
Plot(100,"100",CCILineColor,styleNoTitle|styleNoLabel);
Plot(0,"0",CCILineColor,styleNoTitle|styleNoLabel);
Plot(-100,"-100",CCILineColor,styleNoTitle|styleNoLabel);
Plot(-200,"-200",CCILineColor,styleNoTitle|styleNoLabel);

PlotOHLC(z,z,45,z,"",IIf(z>45,CCIOverboughtColor,CCIOversoldcolor),styleCloud|styleClipMinMax|styleNoLabel,-100,100);
PlotOHLC(z,z,0,z,"",IIf(z>=0,CCIAboveZeroColor,CCIBelowZeroColor),styleCloud|styleNoLabel);
_SECTION_END();



Volume Based Intraday AFl



Volume based intraday trading strategy, suitable for algo traders. Buy and Sell conditions are based on previous day Volume. Trigger price, start Time, end time, stop loss and target has been added.





SetPositionSize(1, spsShares);
SetBarsRequired(sbrAll, sbrAll);

SetChartOptions(0,chartShowArrows|chartShowDates);
SetChartBkGradientFill(colorBlack,colorBlack,colorBlack);
SetBarFillColor(IIf(C>O,colorPaleBlue,IIf(C<=O,colorOrange,colorLightGrey)));
Plot(C,"\nPrice",IIf(C>O,colorPaleBlue,IIf(C<=O,colorOrange,colorLightGrey)),64|styleNoTitle,0,0,0,0);
GraphXSpace = 10;

// Time Given for MCX You can Change this
StartTime = ParamTime("Start Time", "10:00:00");
StopTime = ParamTime("End Time", "23:00:00");

Target = Param("Target %", 1, 0.1, 50, 0.01)/100;
StopLoss = Param("Stop Loss %", 0.6, 0.1, 50, 0.01)/100;


DCAL = DateNum();
HCAL = 0;
HCALPrice = 0;
LCALPrice = 0;
CurDNPrice = 0;
FirDNDNPrice = DCAL[0];
TN = TimeNum();
DT = DateTime();
LDT = DT[BarCount-1];

VOLPRICECAL = Null;
VOLLOWPRICECAL = Null;

HIGPRCCALC = Null;
LOWPRCCALC = Null;

PrevDay = 0;

for(i = 1; i < BarCount; i++)
{
if(CurDNPrice != DCAL[i] && FirDNDNPrice != DCAL[i])
{
VOLPRICECAL = HCALPrice;
VOLLOWPRICECAL = LCALPrice;

CurDNPrice = DCAL[i];
HCAL = 0;
HCALPrice = 0;
LCALPrice = 0;
HIGPRCCALC[i-1] = Null;
LOWPRCCALC[i-1] = Null;
}

HIGPRCCALC[i] = VOLPRICECAL;
LOWPRCCALC[i] = VOLLOWPRICECAL;

if(HCAL < Volume[i])
{
HCAL = Volume[i];
HCALPrice = High[i];
LCALPrice = Low[i];
}
}


Plot(HIGPRCCALC, "Prev High", colorGrey50, styleStaircase|styleDashed);
Plot(LOWPRCCALC, "Prev Low", colorGrey50, styleStaircase|styleDashed);

Buy = Ref(Close > HIGPRCCALC, -1) AND TN > StartTime AND TN < StopTime AND TN > Ref(TN, -1);
Short = Ref(Close < LOWPRCCALC, -1) AND TN > StartTime AND TN < StopTime AND TN > Ref(TN, -1);

Sell = Ref(Close < LOWPRCCALC, -1) OR TN >= StopTime;
Cover = Ref(Close > HIGPRCCALC, -1) OR TN >= StopTime;

Buy = ExRem(Buy, Sell);
Sell = ExRem(Sell, Buy);

Short = ExRem(Short, Cover);
Cover = ExRem(Cover, Short);

BuyPrice = ValueWhen(Buy, Open);
ShortPrice = ValueWhen(Short, Open);

SellPrice = ValueWhen(Sell, Open);
CoverPrice = ValueWhen(Cover, Open);

LongTargetPrice = BuyPrice + (BuyPrice * Target);
ShortTargetPrice = ShortPrice - (ShortPrice * Target);

LongSLPrice = BuyPrice - (BuyPrice * Target);
ShortSLPrice = ShortPrice + (ShortPrice * Target);

Sell1 = High > LongTargetPrice;
Sell2 = Low < LongSLPrice;

Cover1 = Low < ShortTargetPrice;
Cover2 = High > ShortSLPrice;

Sell = Sell OR Sell1 OR Sell2;
Cover = Cover OR Cover1 OR Cover2;

SellPrice = IIf(Sell1, LongTargetPrice, IIf(Sell2, LongSLPrice, SellPrice));
CoverPrice = IIf(Cover1, ShortTargetPrice, IIf(Cover2, ShortSLPrice, CoverPrice));

Buy = ExRem(Buy, Sell);
Sell = ExRem(Sell, Buy);

Short = ExRem(Short, Cover);
Cover = ExRem(Cover, Short);

BuyPlotsCandles = (BarsSince(Buy)<BarsSince(Sell)) AND (BarsSince(Buy)!=0);
ShortPlotCandles = (BarsSince(Cover)>BarsSince(Short)) AND (BarsSince(Short)!=0);

Plot(IIf(BuyPlotsCandles, BuyPrice, Null), "Buy Price", colorYellow, styleStaircase|styleDashed);
Plot(IIf(BuyPlotsCandles, LongTargetPrice, Null), "Long Target", colorBrightGreen, styleStaircase|styleDashed);
Plot(IIf(BuyPlotsCandles, LongSLPrice, Null), "Long Target", colorCustom12, styleStaircase|styleDashed);

Plot(IIf(ShortPlotCandles, ShortPrice, Null), "Short Price", colorYellow, styleStaircase|styleDashed);
Plot(IIf(ShortPlotCandles, ShortTargetPrice, Null), "Short Target", colorBrightGreen, styleStaircase|styleDashed);
Plot(IIf(ShortPlotCandles, ShortSLPrice, Null), "Short Target", colorCustom12, styleStaircase|styleDashed);

Buyshape = Buy * shapeUpArrow;
SellShape = Sell * shapeStar;
PlotShapes( Buyshape, colorBrightGreen, 0, Low );
PlotShapes( SellShape, colorRed, 0, High );

Shortshape = Short * shapeDownArrow;
CoverShape = Cover * shapeStar;
PlotShapes( Shortshape, colorOrange, 0, High, -30);
PlotShapes( CoverShape, colorTurquoise, 0, Low, -30 );

Amibroker (AFL) - Night Star



Gives good result on 5 mins time frame and above.
developed by:Amibrokerfans






_SECTION_BEGIN("Chart Settings");
SetChartOptions(0,chartShowArrows|chartShowDates);
SetChartBkColor(ParamColor("Outer Panel",colorPaleBlue));
SetChartBkGradientFill(ParamColor("Upper Chart",1),ParamColor("Lower Chart",23));
GraphXSpace=Param("GraphXSpace",10,0,100,1);
dec = (Param("Decimals",2,0,7,1)/10)+1;
bi = BarIndex();
Lbi = LastValue(BarIndex());
sbi = SelectedValue(bi);
x1= BarCount-1;
_SECTION_END();
_SECTION_BEGIN("HeikenAshiSmoothed");
GraphXSpace=5;
p=6;
Om=MA(O,p);
hm=MA(H,p);
lm=MA(L,p);
Cm=MA(C,p);
HACLOSE=(Om+Hm+Lm+Cm)/4;
HaOpen = AMA( Ref( HaClose, -1 ), 0.5 );
HaHigh = Max( Hm, Max( HaClose, HaOpen ) );
HaLow = Min( Lm, Min( HaClose, HaOpen ) );
PlotOHLC( HaOpen, HaHigh, HaLow, HaClose, "" + Name(), colorBlack, styleCandle | styleNoLabel );
_SECTION_END();
_SECTION_BEGIN("theswing");
SetBarsRequired(200,0);
GraphXSpace = 5;
SetChartOptions(0,chartShowArrows|chartShowDates);
a = 2;
b= 20;
HACLOSE=(O+H+L+C)/4;
HaOpen = AMA( Ref( HaClose, -1 ), 0.5 );
HaHigh = Max( H, Max( HaClose, HaOpen ) );
HaLow = Min( L, Min( HaClose, HaOpen ) );
d=Haclose;
e=ATR(14);
g = WMA(H-L,b);
k = a * g;
m = 1;
n[0] = 0;
for(i = 1; i < BarCount; i++)
{
if(m[i-1] == 1)
{
if(d[i] < n[i-1])
{
m[i] = -1;
n[i] = d[i] + k[i];
}
else
{
m[i] = 1;
if((d[i] - k[i]) > n[i-1])
{
n[i] = d[i] - k[i];
}
else
{
n[i] = n[i-1];
}
}
}
if(m[i-1] == -1)
{
if(d[i] > n[i-1])
{
m[i] = 1;
n[i] = d[i] - k[i];
}
else
{
m[i] = -1;
if((d[i] + k[i]) < n[i-1])
{
n[i] = d[i] + k[i];
}
else
{
n[i] = n[i-1];
}
}
}
}
Buy=Cover=Cross(d,n);
Sell=Short=Cross(n,d);
SellPrice=ValueWhen(Sell,C,1);
BuyPrice=ValueWhen(Buy,C,1);
Long=Flip(Buy,Sell);
Shrt=Flip(Sell,Buy );
_SECTION_END();
_SECTION_BEGIN("Title");
z = (GetPerformanceCounter()/200)%255;
anim=ColorHSB( ( i + z ) % 256, 155, 250 );
RequestTimedRefresh(1);
if( Status("action") == actionIndicator )
(
Title = EncodeColor(colorWhite) + Name() + " - " + EncodeColor(colorRed)+ Interval(2) + EncodeColor(colorWhite) +
" - " + Date() +" - "+"\n" +EncodeColor(colorWhite) +"Op-"+O+" "+"Hi-"+H+" "+"Lo-"+L+" "+
"Cl-"+C+" "+ "Vol= "+ WriteVal(V)+"\n"+
EncodeColor(colorRed)+
WriteIf (Buy , " GO LONG / Reverse Signal at "+C+" ","")+
WriteIf (Sell , " EXIT LONG / Reverse Signal at "+C+" ","")+"\n"+EncodeColor(colorWhite)+
WriteIf(Sell , "Total Profit/Loss for the Last Trade $."+(C-BuyPrice)+"","")+
WriteIf(Buy , "Total Profit/Loss for the Last trade $."+(SellPrice-C)+"","")+
WriteIf(Long AND NOT Buy, "Trade : Long - Entry price $."+(BuyPrice),"")+
WriteIf(shrt AND NOT Sell, "Trade : Short - Entry price $."+(SellPrice),"")+"\n"+
WriteIf(Long AND NOT Buy, "Current Profit/Loss $."+(C-BuyPrice)+"","")+
WriteIf(shrt AND NOT Sell, "Current Profit/Loss $."+(SellPrice-C)+"",""));
PlotShapes(IIf(Buy, shapeStar, shapeNone),colorCustom11,layer = 0, HaLow,offset = -80);
PlotShapes(IIf(Buy, shapeSmallCircle, shapeNone),colorBlue,layer = 0,HaLow,offset = -80);
PlotShapes(IIf(Buy, shapeUpArrow, shapeNone),anim,layer = 0,HaLow,offset = -63);
PlotShapes(IIf(Buy, shapeSquare, shapeNone),colorCustom11,layer = 0,HaLow,offset = -71);
PlotShapes(IIf(Sell, shapeStar, shapeNone),colorYellow,layer = 0, HaHigh,offset = 80);
PlotShapes(IIf(Sell, shapeSmallCircle, shapeNone),colorRed,layer = 0,HaHigh,offset = 80);
PlotShapes(IIf(Sell, shapeDownArrow, shapeNone),anim,layer = 0,HaHigh,offset = -63);
PlotShapes(IIf(Sell, shapeSquare, shapeNone),colorYellow,layer = 0,HaHigh,offset = 71);
 

Amibroker (AFL) System that gives huge profits. Golden Cross



System that gives huge profits. Golden Cross







_SECTION_BEGIN("BACK COLR");

GfxSetOverlayMode(1);

GfxSetOverlayMode(1);
GfxSelectFont("Tahoma", Status("pxheight")/20 ); /* Up down name*/
GfxSetTextAlign( 6 );// center alignment
GfxSetTextColor( ParamColor("Text Color", ColorHSB( 42, 42, 42 ) ));
GfxSetBkMode(0); // transparent
GfxTextOut( Name(), Status("pxwidth")/2, Status("pxheight")/7);
GfxSelectFont("Tahoma", Status("pxheight")/30 );
GfxTextOut( IndustryID(1), Status("pxwidth")/2, Status("pxheight")/5 ); /* Up Down Sector*/


_SECTION_BEGIN("Price");
SetChartOptions(0,chartShowArrows|chartShowDates);
_N(Title = StrFormat("{{NAME}} - {{INTERVAL}} {{DATE}} Open %g, Hi %g, Lo %g, Close %g (%.1f%%) {{VALUES}}", O, H, L, C, SelectedValue( ROC(C, 1 ) ) ));
Plot( C, "Close", ParamColor("Color", colorBlack ), styleNoTitle | ParamStyle("Style") | GetPriceStyle() );
_SECTION_END();



_SECTION_BEGIN("EMA");


P = ParamField("Price field",-1);
Periods1 = Param("Periods1", 60, 2, 500, 1, 10 );
Periods2 = Param("Periods2", 360, 2, 500, 1, 10 );
Periods3 = Param("Periods3", 180, 2, 500, 1, 10 );
Periods4 = Param("Periods4", 270, 2, 500, 1, 10 );
Periods5 = Param("Periods5", 90, 2, 500, 1, 10 );
Plot( EMA( P, Periods1 ), StrFormat(_SECTION_NAME()+"(%g)", Periods1), ParamColor( "Color1", colorAqua ), ParamStyle("Style") );
Plot( EMA( P, Periods2 ), StrFormat(_SECTION_NAME()+"(%g)", Periods2), ParamColor( "Color2", colorDarkBlue ), ParamStyle("Style") );
Plot( EMA( P, Periods3 ), StrFormat(_SECTION_NAME()+"(%g)", Periods3), ParamColor( "Color3", colorGreen ), ParamStyle("Style") );
Plot( EMA( P, Periods4 ), StrFormat(_SECTION_NAME()+"(%g)", Periods4), ParamColor( "Color4", colorPink ), ParamStyle("Style") );
Plot( EMA( P, Periods5 ), StrFormat(_SECTION_NAME()+"(%g)", Periods5), ParamColor( "Color5", colorYellow ), ParamStyle("Style") );
Buy = Cross( EMA( P, Periods4 ), EMA( P, Periods2 ) );
Sell = Cross(EMA( P,Periods2 ), EMA( P, Periods1 ) );
izleme= Cross(EMA( P,Periods1 ), EMA( P, Periods2 ) );


PlotShapes(IIf(Buy==1, shapeHollowUpArrow , shapeNone), colorGreen, 0,Low, Offset=-30);
PlotShapes(IIf(Sell==1, shapeHollowDownArrow, shapeNone), colorRed, 0,High, Offset=-30);
PlotShapes(IIf(izleme==1, shapeHollowUpArrow, shapeNone), colorBlue, 0,Low, Offset=-30);

COLOR=IIf(Buy,colorLime,IIf(Sell,colorRed,colorWhite));
Plot(C,"",COLOR,styleCandle|styleThick);
PlotShapes( IIf( Buy, shapeUpTriangle, shapeNone ), colorGreen, layer = 0,yposition = L, offset = 70);
PlotShapes( IIf( Sell, shapeDownTriangle, shapeNone ), colorRed, layer = 0, yposition =H, offset = 70);
PlotShapes( IIf( izleme, shapeUpTriangle, shapeNone ), colorYellow, layer = 0, yposition =H, offset = 80);

PlotOHLC( Null,EMA( P, Periods4 ),EMA( P, Periods2 ),Null, "", IIf(EMA( P, Periods4 )>EMA( P, Periods2 ) ,colorGreen,colorWhite), styleCloud);
PlotOHLC( Null,EMA( P, Periods2 ),EMA( P, Periods1 ),Null, "", IIf(EMA( P, Periods2 )<EMA( P, Periods1 ) ,colorBlue,colorRed), styleCloud);


Color = IIf( EMA(p,periods1) > EMA(p,periods2) , colorLime, IIf( EMA(p,periods2) > EMA(p,periods1), colorPink, colorGrey40 ));
Plot( 2, "", Color, styleArea | styleOwnScale | styleNoLabel, -0.1, 30 );

_SECTION_END();

Wednesday 17 October 2018

১৭-১০-২০১৮ এখন স্টক মার্কেট হবে আপনার হাতের মুঠোয় - বিশ্বাস হচ্ছে না ? একবার বিশ্বাস করেই দেখেন

এখন স্টক মার্কেট হবে আপনার হাতের মুঠোয় - বিশ্বাস হচ্ছে না ? একবার বিশ্বাস করেই দেখেন


আমাদের স্টক মার্কেটে লিস্টেড কোম্পানির দিন কে দিন বেরেই চলছে , তাই সকল শেয়ারের খোজ খাবর নেওয়ার সুযোগ আস্তে আস্তে কষ্টকর হতে শুরু করেছে, আর তাই যদি এমন হয় যে আপনি সব কিছুর ই ভাল কিছু হাতের নাগালে পেতেন তাহলে মন্দ হত না , বিশেষ করে আপনার তাখন হাতে গোনা কয়েকটা শেয়ারের মুভমেন্ট , মার্কেট নিউজ, সাপোর্ট , রেজিস্টেন্স , আরএসআই , এমএফআই ইত্যাদি বিবেচনায় রাখলেই আপনি আপনার বিজনেস অনেক সহজ করে নিতে পারবেন।

Sunday 14 October 2018

১৬-১০-২০১৮ এখন স্টক মার্কেট হবে আপনার হাতের মুঠোয় - বিশ্বাস হচ্ছে না ? একবার বিশ্বাস করেই দেখেন

এখন স্টক মার্কেট হবে আপনার হাতের মুঠোয় - বিশ্বাস হচ্ছে না ? একবার বিশ্বাস করেই দেখেন


আমাদের স্টক মার্কেটে লিস্টেড কোম্পানির দিন কে দিন বেরেই চলছে , তাই সকল শেয়ারের খোজ খাবর নেওয়ার সুযোগ আস্তে আস্তে কষ্টকর হতে শুরু করেছে, আর তাই যদি এমন হয় যে আপনি সব কিছুর ই ভাল কিছু হাতের নাগালে পেতেন তাহলে মন্দ হত না , বিশেষ করে আপনার তাখন হাতে গোনা কয়েকটা শেয়ারের মুভমেন্ট , মার্কেট নিউজ, সাপোর্ট , রেজিস্টেন্স , আরএসআই , এমএফআই ইত্যাদি বিবেচনায় রাখলেই আপনি আপনার বিজনেস অনেক সহজ করে নিতে পারবেন।

Saturday 13 October 2018

ইনডেক্স নেক্সট মান্থ কেমন হতে পারে



লাস্ট ডে মার্কেট পর্যালোচনায় দেখা গেছে দিন শেষে ইনডেক্স ১.১৩ পয়েন্ট কমে ৫৪৩৫ পয়েন্ট এ ক্লোজ হয়েছে। সাথে কমেছে মার্কেট নেগেটিভ হওয়ার প্রবণতা , কারন বুধ বারে ইনডেক্স কমেছিল ১৯.৬৫ পয়েন্ট সাথে বাজারে লেনদেন হয়েছিল ৮০১ কোটি টাকা। মার্কেট নেগেটিভ হওয়ার সাথে অনেক বড় লেনদেন হওয়া, এতে করে অনেকেই মনে করেছিলেন যে মার্কেট অনেক বেশী ফল করবে নেক্সট ডে। কিন্তু ১ দিনের ব্যবধানে ইনডেক্স অর্থাৎ পরবর্তী দিনে এসে মিলেছে অন্নচিত্র ,ইনডেক্স কমেছে মাত্র ১.১৩ পয়েন্ট এবং লেনদেন ১৫৬ কোটি টাকা কমে হয়েছে ৬৪৪.৯৮ কোটি টাকা ।
কিন্তু ইনডেক্স এ নেগেটিভ ইম্প্যক্ট ফেলেছে যে সকল শেয়ার তাদের মধ্যে অন্যতম ইউনাইটেড পাওয়ার , স্কয়ার ফার্মা ,অলিম্পিক , বিএটিবিসি , কেপিসিএল , মুন্নু সিরামিক , এসিআই ,ইফাদ আটো ।


ইউনাইটেড পাওয়ার – এর কারনে ইনডেক্স কমেছে ৭.৫৭ পয়েন্ট ।
স্কয়ার ফার্মা – এর কারনে ইনডেক্স কমেছে ৭.০০ পয়েন্ট ।
অলিম্পিক – এর কারনে ইনডেক্স কমেছে ৫.৩৬ পয়েন্ট ।
বিএটিবিসি – এর কারনে ইনডেক্স কমেছে ৩.০৬ পয়েন্ট ।
কেপিসিএল – এর কারনে ইনডেক্স কমেছে ২.৩৬ পয়েন্ট ।
মুন্নু সিরামিক – এর কারনে ইনডেক্স কমেছে ১.৩৪ পয়েন্ট ।
এসিআই – এর কারনে ইনডেক্স কমেছে ০.৮৫ পয়েন্ট ।
ইফাদ আটো – এর কারনে ইনডেক্স কমেছে ০.৭৭ পয়েন্ট ।
এসিআই – এর কারনে ইনডেক্স কমেছে ৩.০৬ পয়েন্ট ।

এই ৮ টি ষ্টক এর দর পতনের কারনেই ইনডেক্সে নেগেটিভ ইম্প্যক্ট পরেছে ২৮.৩২ পয়েন্টের ।

অপরদিকে ইনডেক্সত পজেটিভ রাখার ভুমিকাতে যে সকল স্টক অগ্রাধিকার পেয়েছে তারা হচ্ছে , আইসিবি , জিপি , ব্র্যাক ব্যাংক, সামিট পাওয়ার, বেক্সিমক লিঃ, ন্যাশনাল লাইফ ইনস্যুরেন্স , ম্যারিকো, ইউনিক হোটেল ।

আইসিবি – এর কারনে ইনডেক্স বেড়েছে ৪.১৪ পয়েন্ট ।
জিপি – এর কারনে ইনডেক্স বেড়েছে ৪.০০ পয়েন্ট ।
ব্র্যাক ব্যাংক – এর কারনে ইনডেক্স বেড়েছে ২.৪৬ পয়েন্ট ।
সামিট পাওয়ার – এর কারনে ইনডেক্স বেড়েছে ১.৯২ পয়েন্ট ।
বেক্সিমক লিঃ – এর কারনে ইনডেক্স বেড়েছে ১.৯১ পয়েন্ট ।
ন্যাশনাল লাইফ ইনস্যুরেন্স – এর কারনে ইনডেক্স বেড়েছে ১.৫১ পয়েন্ট ।
ম্যারিকো – এর কারনে ইনডেক্স বেড়েছে ১.৩২ পয়েন্ট ।
ইউনিক হোটেল – এর কারনে ইনডেক্স বেড়েছে ০.৯৬ পয়েন্ট ।

এই ৮ টি ষ্টক এর দর বৃদ্ধির কারনে ইনডেক্সে পজেটিভ ইম্প্যক্ট পরেছে ১৮.২১ পয়েন্টের।

-মার্কেট ডেল্টা

ইনডেক্স নেক্সট মান্থ কেমন হতে পারে তার একটা মতামত আপনাদের থেকে জানতে চেয়েছিলাম কিন্তু আপনারা আপনাদের মতামত অনেকেই না দিয়ে নিজেকে সরিয়ে রেখেছেন , এতে হয়তো আপনি ভাবছেন আপনার মতামত যদি সঠিক না হয় , তাতে আপনি নিজেকে লজ্জিত মনে করবেন , কিন্তু সেটা আসলে কোন ব্যপার ই না , আপনাদের মতামত সঠিক হতেও হবে এমন কোন কথা না । সঠিক হতেই পারে আবার না ও হতেই পারে । কিন্তু মতামত দেওয়াটা আসলে আপনাদের নিজেস্য ব্যপার । তাই আপনাদের আমি যোর করতে পারি না ।
ব্যপার না , আপনারা যারা আপনাদের মতামত দিয়েছেন তারা অবশ্যয় বলবো সাহসী , তারা চ্যালেঞ্জ নিতে ভাল বাসেন , তাদেরকে আমার পক্ষ্য থেকে ধন্যবাদ ।


ইনডেক্স এনালাইসিস এর প্রথম পর্ব ঃ
=======================

এবার আশি আমাদের ব্যপারে , আমি ইনডেক্স নিয়ে ছোট্ট একটু গবেষণা করার চেস্টা করছিলাম এখন ও শেষ করতে পারি নাই , তবে নেক্সট মান্থ ইনডেক্স কোথায় দেখতে চাই তার গন্তব্য পেয়ে গেছি । এই রেজাল্ট টা ই যদি রিপোর্ট আকারে প্রকাশ করতে হয় তাহলে আমাকে এটা নিয়ে এখনও অনেক সময় দিতে হবে , অনেক কাজ কারতে হবে , অনেক ডাটা উপস্থাপন করতে হবে , কিন্তু এটা সময় সাপেক্ষ ব্যপার তাই আমি এখন রিপোর্ট আকারে কাজটা শেষ করতে পারছি না , এজন্য দুঃখিত । তবে সেমি রিপোর্ট করা হচ্ছে, সেখানে চেস্টা করা হচ্ছে কিছু ডাটা উপস্থাপন করার, তবে সেটা হয়ত খালি চোখে দেখা যাবে না , কারন এটা
এনালিটিক্যাল ভিউ । এনালিটিক্যাল পাওয়ার যাদের আছে তারা হয়তো এসব উপস্থাপিত ডাটার বিশদ বিশ্লেষণ বুঝতে পারেন । এটা অনেকটা সিক্রেট ব্যপার তার পর ও আপনাদের সাথে আমি আমার ভিউ শেয়ার করার সিধান্ত নিয়েছি ।

NB: আমার এনালাইসিস ১০০% সঠিক হবে এটা আমি এখনও আশা করি না , তবে আমি নিজেকে সংশোধনের জন্য ই আনাল্যসিস করে থাকি , আর ভুল গুলা নিয়ে পরবর্তীতে তা পুনরায় গবেষণা করে থাকি । আর আমি চ্যালেঞ্জ নিতে ভালবাসি ।

" এখন আশি এই এটা আপনারা যারা কমেন্ট করেছিলেন তাদের ই একমাত্র পাওয়ার কথা ছিল ,যদি তাই হয় তাহলে আপনাদের কিভাবে দিব " অথবা আপনারাই বলেন এখন এটা সবার জন্য ওপেন পোস্ট আকারে দিব কিনা ......।।

ওকে তবে তাই হোক ঃ

ইনডেক্স এনালাইসিস এর দ্বিতীয় পর্ব ঃ
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ইনডেক্স এর এক বছরের হিস্টরিক্যাল ডাটা পর্যবেক্ষণ করার পর তার হাইস্ট পয়েন্ট পাওয়া গিয়েছে ৬৩৬০.২৭ পয়েন্ট , লাস্ট ট্রেডিং ডে বিবেচনায় ইনডেক্স এখন তার হাইস্ট পয়েন্ট থেকে (-১৪.৫৫) % নিচে অবস্থান করছে , অর্থাৎ সে তার এক বছরের হাইস্ট পয়েন্ট থেকে ৯২৫.২৬ পয়েন্ট নিচে অবস্থান করছে । অন্য ভাবে দেখাগেলে কিন্তু এটা ও পাওয়া গেল যে সে কিন্তু ৯২৫.২৬ পয়েন্ট বাড়ার ইস্কপ ও রেখেছে । এবার আশি তার এক বছরের লয়েন্ট পয়েন্ট এর ব্যপারে । তার এক বছরের লয়েন্ট পয়েন্ট ৫২৫৭.৯৪ । লাস্ট ট্রেডিং ডে বিবেচনায় ইনডেক্স তার লো পয়েন্ট থেকে ১৭৭.০৭ পয়েন্ট বৃদ্ধি পেয়ে অর্থাৎ ৩.৩৭ % বেরে ৫৪৩৫.০১ পয়েন্ট এ অবস্থান করছে ।


লাস্ট ট্রেডিং ডে বিবেচনায়
RSI(15) =৪৯.৪৮ এবং
MFI (15) ৪৮.৭৫ মান পাওয়া যায়।
মুভিং অ্যাভারেজ অনুসারে
MA(5) দিনে SELL সিগন্যাল ,
MA(10) দিনে BUY সিগন্যাল,
MA(20) দিনে BUY সিগন্যাল ,
MA(50) দিনে SELL সিগন্যাল ,
MA(100) দিনে BUY সিগন্যাল ,
MA(200) দিনে SELL সিগন্যাল এবং
MA(250) দিনে SELL সিগন্যাল পাওয়া গিয়েছে।

২০১৮ সালের জানুয়ারি মাসে ইনডেক্স নেগেটিভ হয়েছে (-৩.২৮) %
২০১৮ সালের ফেব্রুয়ারি মাসে ইনডেক্স নেগেটিভ হয়েছে (-৩.৮৯) %
২০১৮ সালের মার্চ মাসে ইনডেক্স নেগেটিভ হয়েছে (-৩.৫৭) %
২০১৮ সালের মে মাসে ইনডেক্স নেগেটিভ হয়েছে (-৬.৮৯) %
২০১৮ সালের জুলাই মাসে ইনডেক্স নেগেটিভ হয়েছে (-১.৯০) %
২০১৮ সালের সেপ্টেম্বর মাসে ইনডেক্স নেগেটিভ হয়েছে (-৪.১৪) %
২০১৮ সালের ৬ মাস ইনডেক্স নেগেটিভ আচারন করেছে ,

এখন প্রজুন্ত ইনডেক্স ২০১৮ সালে (-১২.৯৫)% নেগেটিভ হয়েছে ।

২০১৮ সালের ৯ মাসের মধ্যে ৩ মাস পজেটিভ ছিল

২০১৮ সালের এপ্রিল মাসে ইনডেক্স পজেটিভ হয়েছে ২.৫৩ %
২০১৮ সালের জুন মাসে ইনডেক্স পজেটিভ হয়েছে ১.১৫ %
২০১৮ সালের আগস্ট মাসে ইনডেক্স পজেটিভ হয়েছে ৫.৬২ %

রানিং মাস অক্টোবরে এখন প্রজুন্ত ১.২৫% পজেটিভ রয়েছে ।

আশা করছি নভেম্বর মাস ও পজেটিভ ই থাকবে , এবং আমাদের টার্গেট পয়েন্ট এ যেতে নভেম্বর মাসের প্রথম সপ্তাহ ই যথেষ্ট হবে - ইনশাআল্লাহ্‌ অর্থাৎ ০৮ নভেম্বর ২০১৮ ।



ইনডেক্স এনালাইসিস এর তৃতীয় পর্ব ঃ
=======================

আমরা পেয়ে গেছি নেক্সট মান্থ ইনডেক্স কি হতে পারে , কিন্তু এটা এখন ও আপনাদের জানাই নাই যে আমাদের প্রাথমিক টার্গেট কোথায় হতে পারে , এবার আপনাদের জানানোর পালা ।



আপনারা খুব সহজেই পিডিএফ ফাইল টি ডাউনলড করতে পারবেন