public static void Process(
double[] InputOutput,
Span <double> Output,
double[] State,
double[,] StateGateW,
double[] StateGateOffset,
double[,] UpdateStateW,
double[] UpdateStateOffset,
double[,] UpdateStateGateW,
double[] UpdateStateGateOffset,
double[,] OutputGateW,
double[] OutputGateOffset,
double[] OutputGateState,
double[,] UpdateOutputW,
double[] UpdateOutputOffset)
{
var state_length = State.Length;
var input_output_length = InputOutput.Length;
var output_length = Output.Length;
// Расчёт состояния
for (var i = 0; i < state_length; i++)
{
// Инициализация аккумуляторов значениями смещений слоёв
var forget_state_gate = StateGateOffset[i]; // Аккумулятор вентиля сброса состояния
var update_state_gate = UpdateStateGateOffset[i]; // Аккумулятор вентиля обновления состояния
var update_state = UpdateStateOffset[i]; // Аккумулятор обновления состояния
// Расчёт выходов слоёв для обновления состояния
for (var j = 0; j < input_output_length; j++)
{
forget_state_gate += StateGateW[i, j] * InputOutput[j];
update_state_gate += UpdateStateGateW[i, j] * InputOutput[j];
update_state += UpdateStateW[i, j] * InputOutput[j];
}
State[i] =
State[i] * Sigmoid.Activation(forget_state_gate) // Затухание состояния
+ Th.Activation(update_state) * Sigmoid.Activation(update_state_gate); // Обновление состояния
}
// Расчёт коэффициентов выходного вентиля
for (var i = 0; i < output_length; i++)
{
// Инициализация выходного вентиля значением смещения слоя
var s = OutputGateOffset[i]; // Аккумулятор выходного вентиля
// Расчёт выхода вентиля
for (var j = 0; j < input_output_length; j++)
{
s += OutputGateW[i, j] * InputOutput[j];
}
OutputGateState[i] = Sigmoid.Activation(s);
}
// Расчёт выхода на основе состояния
for (var i = 0; i < output_length; i++)
{
// Инициализация аккумулятора выхода значением смещения слоя
var s = UpdateOutputOffset[i]; // Аккумулятор выхода
// Расчёт выхода
for (var j = 0; j < state_length; j++)
{
s += UpdateOutputW[i, j] * State[j];
}
// Выход определяется как произведение аккумулятора и выходного вентиля
Output[i] = Th.Activation(s) * OutputGateState[i];
}
}
public JsonResult GetDbData()
{
/* Linq to SQL: effettuo la query */
/*DataContext Db = new DataContext("Data Source=idea-dev\\IDEA;Initial Catalog=ZZZDEV001;Integrated Security=False;User Id=sa;Password=master2k5*;");
* Table<WWWStatistiche> stat = Db.GetTable<WWWStatistiche>();
* IQueryable<object> query = from c in stat
* where 1 == 1
* select c;
* foreach(object record in query)
* {
* record.
* }
* Db.Dispose();*/
AngularDEVContainer context = new AngularDEVContainer();
List <WWWStatistiche> stat = (from c in context.WWWStatistiche
where 1 == 1
select c).ToList <WWWStatistiche>();
/* creo gli oggetti JSON */
JsonRS json_ret = new JsonRS();
Th Header = new Th();
Tr Riga = new Tr();
PropertyInfo[] fields;
dynamic expObj = new ExpandoObject();
for (var i = 0; i < stat.Count; i++)
{
fields = stat[i].GetType().GetProperties();
if (i == 0) /* definizione intestazioni */
{
for (var j = 0; j < fields.Length; j++)
{
Header = new Th();
Header.nome = fields[j].Name;
Header.caption = fields[j].Name;
Header.tipo = fields[j].GetType().ToString();
Header.width = "";
switch (fields[j].GetType().ToString().ToLower())
{
case "string": Header.align = "left"; break;
default: Header.align = "left"; break;
}
Header.format = "";
json_ret.head.Add(Header);
}
}
/* aggiungo le varie righe */
Riga = new Tr();
expObj = new ExpandoObject();
for (var j = 0; j < fields.Length; j++)
{
AddProperty(expObj, fields[j].Name, stat[i].GetType().GetProperty(fields[j].Name).GetValue(stat[i]).ToString());
}
json_ret.body.Add(expObj);
}
/* restituisco l'output come JSON serializzato */
JsonConvert.SerializeObject(json_ret);
return(Json(json_ret));
/* creo l'oggetto radice */
JsonRS json_retz = new JsonRS();
/* aggiungo i vari headers */
Th Headerz = new Th();
Header.nome = "Colonna1";
Header.caption = "Col 1";
Header.tipo = "string";
Header.width = "250px";
Header.align = "left";
Header.format = "";
json_ret.head.Add(Header);
Header = new Th();
Header.nome = "Colonna2";
Header.caption = "Col 2";
Header.tipo = "string";
Header.width = "";
Header.align = "left";
Header.format = "";
json_ret.head.Add(Header);
Header = new Th();
Header.nome = "Colonna3";
Header.caption = "Col 3";
Header.tipo = "string";
Header.width = "";
Header.align = "left";
Header.format = "";
json_ret.head.Add(Header);
Header = new Th();
Header.nome = "Colonna4";
Header.caption = "Col 4";
Header.tipo = "number";
Header.width = "100px";
Header.align = "right";
Header.format = "";
json_ret.head.Add(Header);
Header = new Th();
Header.nome = "Colonna5";
Header.caption = "Col 5";
Header.tipo = "datetime";
Header.width = "100px";
Header.align = "center";
Header.format = "";
json_ret.head.Add(Header);
/* aggiungo le varie righe */
Tr Rigaz = new Tr();
dynamic expObjz = new ExpandoObject();
AddProperty(expObj, "Colonna1", "uallabalooza");
AddProperty(expObj, "Colonna2", "in the");
AddProperty(expObj, "Colonna3", "sky");
AddProperty(expObj, "Colonna4", 245.1);
AddProperty(expObj, "Colonna5", "01/01/9999");
//json_ret.body.Add(new { Colonna1 = "uallabalooza", Colonna2 = "in the", Colonna3 = "sky", Colonna4 = 245.1, Colonna5 = "01/01/9999" });
json_ret.body.Add(expObj);
expObj = new ExpandoObject();
AddProperty(expObj, "Colonna1", "rasti");
AddProperty(expObj, "Colonna2", "blasti");
AddProperty(expObj, "Colonna3", "lasagne");
AddProperty(expObj, "Colonna4", -14000);
AddProperty(expObj, "Colonna5", "01/01/9999");
//json_ret.body.Add(new { Colonna1 = "rasti", Colonna2 = "blasti", Colonna3 = "lasagne", Colonna4 = -14000, Colonna5 = "01/01/9999" });
json_ret.body.Add(expObj);
expObj = new ExpandoObject();
AddProperty(expObj, "Colonna1", "similili");
AddProperty(expObj, "Colonna2", "la formica");
AddProperty(expObj, "Colonna3", "brombagliumbal");
AddProperty(expObj, "Colonna4", 15);
AddProperty(expObj, "Colonna5", "01/01/9999");
//json_ret.body.Add(new { Colonna1 = "similili", Colonna2 = "la formica", Colonna3 = "brombagliumbal", Colonna4 = 245.1, Colonna5 = "01/01/9999" });
json_ret.body.Add(expObj);
/* restituisco l'output come JSON serializzato */
JsonConvert.SerializeObject(json_ret);
return(Json(json_ret));
}
public JsonResult GetData()
{
return(GetDbData());
/* creo l'oggetto radice */
JsonRS json_ret = new JsonRS();
/* aggiungo i vari headers */
Th Header = new Th();
Header.nome = "Colonna1";
Header.caption = "Col 1";
Header.tipo = "string";
Header.width = "250px";
Header.align = "left";
Header.format = "";
json_ret.head.Add(Header);
Header = new Th();
Header.nome = "Colonna2";
Header.caption = "Col 2";
Header.tipo = "string";
Header.width = "";
Header.align = "left";
Header.format = "";
json_ret.head.Add(Header);
Header = new Th();
Header.nome = "Colonna3";
Header.caption = "Col 3";
Header.tipo = "string";
Header.width = "";
Header.align = "left";
Header.format = "";
json_ret.head.Add(Header);
Header = new Th();
Header.nome = "Colonna4";
Header.caption = "Col 4";
Header.tipo = "number";
Header.width = "100px";
Header.align = "right";
Header.format = "";
json_ret.head.Add(Header);
Header = new Th();
Header.nome = "Colonna5";
Header.caption = "Col 5";
Header.tipo = "datetime";
Header.width = "100px";
Header.align = "center";
Header.format = "";
json_ret.head.Add(Header);
/* aggiungo le varie righe */
Tr Riga = new Tr();
dynamic expObj = new ExpandoObject();
AddProperty(expObj, "Colonna1", "uallabalooza");
AddProperty(expObj, "Colonna2", "in the");
AddProperty(expObj, "Colonna3", "sky");
AddProperty(expObj, "Colonna4", 245.1);
AddProperty(expObj, "Colonna5", "01/01/9999");
//json_ret.body.Add(new { Colonna1 = "uallabalooza", Colonna2 = "in the", Colonna3 = "sky", Colonna4 = 245.1, Colonna5 = "01/01/9999" });
json_ret.body.Add(expObj);
expObj = new ExpandoObject();
AddProperty(expObj, "Colonna1", "rasti");
AddProperty(expObj, "Colonna2", "blasti");
AddProperty(expObj, "Colonna3", "lasagne");
AddProperty(expObj, "Colonna4", -14000);
AddProperty(expObj, "Colonna5", "01/01/9999");
//json_ret.body.Add(new { Colonna1 = "rasti", Colonna2 = "blasti", Colonna3 = "lasagne", Colonna4 = -14000, Colonna5 = "01/01/9999" });
json_ret.body.Add(expObj);
expObj = new ExpandoObject();
AddProperty(expObj, "Colonna1", "similili");
AddProperty(expObj, "Colonna2", "la formica");
AddProperty(expObj, "Colonna3", "brombagliumbal");
AddProperty(expObj, "Colonna4", 15);
AddProperty(expObj, "Colonna5", "01/01/9999");
//json_ret.body.Add(new { Colonna1 = "similili", Colonna2 = "la formica", Colonna3 = "brombagliumbal", Colonna4 = 245.1, Colonna5 = "01/01/9999" });
json_ret.body.Add(expObj);
/* restituisco l'output come JSON serializzato */
JsonConvert.SerializeObject(json_ret);
return(Json(json_ret));
}
public List <double> puanHesapla(List <string> url_list)
{
#region tanımlamalar
Title title = new Title();
ahref a = new ahref();
List <int> list = new List <int>();
UrlPuan url_puan = new UrlPuan();
List <double> title_Puan = new List <double>();
List <double> ahref_Puan = new List <double>();
List <double> h1_Puan = new List <double>();
List <double> h2_Puan = new List <double>();
List <double> h3_Puan = new List <double>();
List <double> h4_Puan = new List <double>();
List <double> h5_Puan = new List <double>();
List <double> h6_Puan = new List <double>();
List <double> big_Puan = new List <double>();
List <double> bold_Puan = new List <double>();
List <double> em_Puan = new List <double>();
List <double> head_Puan = new List <double>();
List <double> label_Puan = new List <double>();
List <double> li_Puan = new List <double>();
List <double> link_Puan = new List <double>();
List <double> option_Puan = new List <double>();
List <double> p_Puan = new List <double>();
List <double> span_Puan = new List <double>();
List <double> strong_Puan = new List <double>();
List <double> th_Puan = new List <double>();
// List<double> toplamPuan = new List<double>();
double[] toplamPuan = new double[kelime_list.Count];
ahref ahref = new ahref();
h1 h1 = new h1();
h2 h2 = new h2();
h3 h3 = new h3();
h4 h4 = new h4();
h5 h5 = new h5();
h6 h6 = new h6();
Head head = new Head();
LabelHtml labelHtml = new LabelHtml();
Link link = new Link();
Span span = new Span();
Strong strong = new Strong();
Bold bold = new Bold();
Em em = new Em();
Li li = new Li();
Option option = new Option();
Th th = new Th();
LabelHtml labelhtml = new LabelHtml();
Htmlİslemleri Cek_veri = new Htmlİslemleri();
string htmlstring;
List <int> kelimeSayilari = new List <int>();
int KeyCount = 0;
List <double> standartSapmaListesi = new List <double>();
double standartSapma;
List <double> URLpuan = new List <double>();
double tekUrlPuan = 0;
#endregion
for (int j = 0; j < url_list.Count; j++)
{
htmlstring = Cek_veri.GetVeri(url_list[j]);
HtmlAgilityPack.HtmlDocument htmldoc = new HtmlAgilityPack.HtmlDocument();
htmldoc.LoadHtml(htmlstring);
#region etiketPuanlama
title_Puan = title.sıralamaPuan(url_list, kelime_list, Cek_veri, title.etiket, title.puan, htmldoc);
ahref_Puan = ahref.sıralamaPuan(url_list, kelime_list, Cek_veri, ahref.etiket, ahref.puan, htmldoc);
h1_Puan = h1.sıralamaPuan(url_list, kelime_list, Cek_veri, h1.etiket, h1.puan, htmldoc);
h2_Puan = h2.sıralamaPuan(url_list, kelime_list, Cek_veri, h2.etiket, h2.puan, htmldoc);
h3_Puan = h3.sıralamaPuan(url_list, kelime_list, Cek_veri, h3.etiket, h3.puan, htmldoc);
h4_Puan = h4.sıralamaPuan(url_list, kelime_list, Cek_veri, h4.etiket, h4.puan, htmldoc);
h5_Puan = h5.sıralamaPuan(url_list, kelime_list, Cek_veri, h5.etiket, h5.puan, htmldoc);
h6_Puan = h6.sıralamaPuan(url_list, kelime_list, Cek_veri, h6.etiket, h6.puan, htmldoc);
strong_Puan = strong.sıralamaPuan(url_list, kelime_list, Cek_veri, strong.etiket, strong.puan, htmldoc);
bold_Puan = bold.sıralamaPuan(url_list, kelime_list, Cek_veri, bold.etiket, bold.puan, htmldoc);
em_Puan = em.sıralamaPuan(url_list, kelime_list, Cek_veri, em.etiket, em.puan, htmldoc);
head_Puan = head.sıralamaPuan(url_list, kelime_list, Cek_veri, head.etiket, head.puan, htmldoc);
label_Puan = labelhtml.sıralamaPuan(url_list, kelime_list, Cek_veri, labelhtml.etiket, labelhtml.puan, htmldoc);
li_Puan = li.sıralamaPuan(url_list, kelime_list, Cek_veri, li.etiket, li.puan, htmldoc);
link_Puan = link.sıralamaPuan(url_list, kelime_list, Cek_veri, link.etiket, link.puan, htmldoc);
option_Puan = option.sıralamaPuan(url_list, kelime_list, Cek_veri, option.etiket, option.puan, htmldoc);
span_Puan = span.sıralamaPuan(url_list, kelime_list, Cek_veri, span.etiket, span.puan, htmldoc);
th_Puan = th.sıralamaPuan(url_list, kelime_list, Cek_veri, th.etiket, th.puan, htmldoc);
#endregion
tekUrlPuan = 0;
for (int i = 0; i < kelime_list.Count; i++)
{
KeyCount = Cek_veri.FindWord(htmlstring, kelime_list[i]);
if (kelimeSayilari.Count == kelime_list.Count)
{
kelimeSayilari.Clear();
}
kelimeSayilari.Add(KeyCount);
if (i == kelime_list.Count - 1)
{
standartSapma = 0;
standartSapma = standart(kelimeSayilari);
standartSapmaListesi.Add(standartSapma);
}
#region uzunifkontrolu
toplamPuan[i] = 0;
if (ahref_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + ahref_Puan[i];
}
if (title_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + title_Puan[i];
}
if (h1_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + h1_Puan[i];
}
if (h2_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + h2_Puan[i];
}
if (h3_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + h3_Puan[i];
}
if (h4_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + h4_Puan[i];
}
if (h5_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + h5_Puan[i];
}
if (h6_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + h6_Puan[i];
}
if (strong_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + strong_Puan[i];
}
if (bold_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + bold_Puan[i];
}
if (head_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + head_Puan[i];
}
if (label_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + label_Puan[i];
}
if (li_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + li_Puan[i];
}
if (link_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + link_Puan[i];
}
if (option_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + option_Puan[i];
}
if (span_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + span_Puan[i];
}
if (th_Puan.Count != 0)
{
toplamPuan[i] = toplamPuan[i] + th_Puan[i];
}
#endregion
//2 kelime için puanı toplanıcak
tekUrlPuan = tekUrlPuan + toplamPuan[i];
}
if (kelime_list.Count == 1)
{
URLpuan.Add(tekUrlPuan);
}
else
{
URLpuan.Add(tekUrlPuan / standartSapmaListesi[j]);
}
}
return(URLpuan);
}
public void WhenAssertingSomethingTrue()
{
Giv.n(ATruthyCondition);
Wh.n(() => IExpressionThePreconditionWithMessage("A message"));
Th.n(AnExceptionIsNotThrown);
}
public void WhenOneOfMultipleValuesIsNull()
{
Giv.n(() => Values("", 1, null));
Th.n(() => Assert.Throws <DbcException>(() => Dbc.NotNull(_vls, "message")));
}
public void WhenAValueIsNull()
{
Giv.n(() => AValue(null));
Th.n(() => Assert.Throws <DbcException>(() => Dbc.NotNull(_value)));
}
public void WhenAssertingSomethingWithMultipleConditions()
{
Giv.n(ATruthyCondition);
Wh.n(() => IExpressionThePreconditionWithMessage("A message"));
Th.n(ARequiresWithMultipleConditionsThrowsAnExceptionIfAnyConditionIsFalsey);
}
