static void Main(string[] args)
{
var strPathCSV = GetFullPath(@"Dataset\sudoku.csv.gz");
var strPathModel = GetFullPath(@"Models\sudoku.model");
var nbSudokus = 1000;
var stopW = Stopwatch.StartNew();
var sudokus = DataSetHelper.ParseCSV(strPathCSV, nbSudokus);
var testSudoku = sudokus[0];
Console.Write($"Sudoku to solve:");
testSudoku.Quiz.showInitialSudoku();
Console.Write($"Given Solution :");
testSudoku.Solution.showInitialSudoku();
var preTrainedModel = NeuralNetHelper.LoadModel(strPathModel);
var solvedWithNeuralNet = NeuralNetHelper.SolveSudoku(testSudoku.Quiz, preTrainedModel);
Console.Write($"Solved with Neural Net :");
solvedWithNeuralNet.showTwoSudoku();
Console.WriteLine($"Time Elpased: {stopW.Elapsed.Humanize(5)}");
Console.ReadLine();
}
static void Main(string[] args)
{
var strPathCSV = GetFullPath(@"Dataset\sudoku.csv.gz");
var strPathModel = GetFullPath(@"Models\sudoku.model");
var nbSudokus = 1000;
var stopW = Stopwatch.StartNew();
var sudokus = DataSetHelper.ParseCSV(strPathCSV, nbSudokus);
//var testSudoku = sudokus[0];
//testSudoku.Quiz.showInitialSudoku();
//Console.Write($"Given Solution :");
//testSudoku.Solution.showInitialSudoku();
var rand = new Random();
var preTrainedModel = NeuralNetHelper.LoadModel(strPathModel);
// Attribution des sudokus par niveau aléatoire
NoyauTP.Sudoku sudokuzzz = new NoyauTP.Sudoku();
NoyauTP.Sudoku sudokuzz = new NoyauTP.Sudoku();
NoyauTP.Sudoku sudokuz = new NoyauTP.Sudoku();
sudokuzzz.newEasySudoku(rand.Next(90));
sudokuzz.newHardSudoku(rand.Next(100));
sudokuz.newTop95Sudoku(rand.Next(82));
//Console.Write($"Sudoku facile");
//var solvedWithNeuralNet = NeuralNetHelper.SolveSudoku(testSudoku.Quiz, preTrainedModel);
// Résolution avec la fonction SolveSudoku en prenant le modele préentrainé
var solvedWithNeuralNet_easy = NeuralNetHelper.SolveSudoku(sudokuzzz, preTrainedModel);
var solvedWithNeuralNet_medium = NeuralNetHelper.SolveSudoku(sudokuzz, preTrainedModel);
var solvedWithNeuralNet_hard = NeuralNetHelper.SolveSudoku(sudokuz, preTrainedModel);
Console.Write($"Sudoku easy to solve:");
sudokuzzz.showSudoku();
Console.Write($"Solved with Neural Net :");
solvedWithNeuralNet_easy.showSudoku();
Console.Write($"Sudoku medium to solve:");
sudokuzz.showSudoku();
Console.Write($"Solved with Neural Net :");
solvedWithNeuralNet_medium.showSudoku();
Console.Write($"Sudoku hard to solve:");
sudokuz.showSudoku();
Console.Write($"Solved with Neural Net :");
solvedWithNeuralNet_hard.showSudoku();
Console.WriteLine($"Time Elpased: {stopW.Elapsed.Humanize(5)}");
Console.ReadLine();
}
public Sudoku Solve(Sudoku s)
{
return(NeuralNetHelper.SolveSudoku(s, model));
}