public void PerformTrainingTest()
{
var config = new TrainingConfig {
Epochs = 5
};
var source = new TextDataSource(config, @"..\..\..\..\Resources\Data\tinyshakespeare.txt");
var model = new ModelTrainer().PerformTraining(config, source);
model.Save(@"..\..\..\..\Resources\Model\shakespeare_epoch5.dnn");
}
static void Main(string[] args)
{
string path = string.Format("{0}\\..\\..\\Files\\", Environment.CurrentDirectory);
string inputFile = string.Format("{0}input.csv", path);
string outputFile = string.Format("{0}output.csv", path);
IDataSource textDataSource = new TextDataSource(inputFile, outputFile);
try
{
Console.WriteLine("Input Data:");
Console.WriteLine("===========");
Console.WriteLine(File.ReadAllText(inputFile));
IEnumerable <string> inputData = textDataSource.Read();
textDataSource.Data = inputData;
IDataFormatter csvDataFormatter = new CsvDataFormatter(',', true);
IDataReadResult dataReadResult = new DataReadResult();
IParser triangleParser = new TriangleParser(textDataSource, csvDataFormatter, dataReadResult);
dataReadResult = triangleParser.ReadDataSource();
triangleParser.PopulateData(dataReadResult.Products, dataReadResult.FirstYear, dataReadResult.LastYear);
IEnumerable <string> dataToWrite = triangleParser.GetDataForOutput(dataReadResult.Products, csvDataFormatter);
textDataSource.Write(dataToWrite, dataReadResult.FirstYear, dataReadResult.NumberOfYears);
Console.WriteLine();
Console.WriteLine("File processed");
Console.WriteLine();
Console.WriteLine("Output Data:");
Console.WriteLine("===========");
Console.WriteLine(File.ReadAllText(outputFile));
}
catch (Exception ex)
{
Console.Write("Error processing file");
}
Console.ReadLine();
}
static void Main(string[] args)
{
Console.WriteLine("Simple demo of Func<T, TResult>....");
TemperatureConverter tConv = new TemperatureConverter();
tConv.DoConversionDemo();
Console.WriteLine();
Console.WriteLine("Method extension demo....");
Console.Write("Input a string.....:");
String src = Console.ReadLine();
bool isPalyndrome = src.IsPalyndrome();
if (isPalyndrome)
{
Console.WriteLine(src + " is a palyndrome...");
}
else
{
Console.WriteLine(src + " is not a palyndrome....");
}
Console.ReadKey();
Console.WriteLine();
Console.WriteLine(" Illustrate customized data source for linq....");
TextDataSource dataSource = new TextDataSource();
dataSource.fromMemory("Un break de batterie \n Coule sur la FM \n Et se mele a mon sang pour faire de moi...");
var result = from f in dataSource
where f.getReservoir().Count == 3
select f.getReservoir()[1];
Console.WriteLine(result);
Console.ReadKey();
Console.WriteLine();
Console.WriteLine("OfType demo .......");
OfTypeDemo.DoOfTypeDemo();
Console.ReadKey();
Console.WriteLine();
Console.WriteLine("Now an order by descending demo....");
OrderByDemo.DoOrderByDemo();
Console.ReadKey();
Console.WriteLine();
Console.WriteLine("Now a group by demo ....");
GroupByDemo.DoGroupByDemo();
Console.ReadKey();
Console.WriteLine();
Console.WriteLine("A multi source query demo ....");
MultiSourceLinqQueries.DoMultiSourceQueryDemo();
Console.ReadKey();
Console.WriteLine();
Console.WriteLine("... using selectMany... ");
MultiSourceLinqQueries.DoSelectManyDemo();
Console.ReadKey();
Console.WriteLine();
Console.WriteLine("Now a linq zipping demo....");
LinqZippingDemo.DoZippingDemo();
Console.ReadKey();
Console.WriteLine();
Console.WriteLine("Take and skip demo...");
TakingAndSkippingDemo.DoSkipAndTakeDemo(3, 10);
Console.ReadKey();
Console.WriteLine();
Console.WriteLine("Aggregation demo on sum...");
AggregationDemo.DoAggregationDemo();
Console.ReadKey();
Console.WriteLine();
Console.WriteLine("Using the Aggregate method ...");
AggregationDemo.DoDemoWithAggregate();
Console.ReadKey();
Console.WriteLine();
Console.WriteLine("Do join demo....");
LinqJoinDemo.DoLinqJoinDemo();
Console.ReadKey();
}
