public void LoadValuesFor(NeuralNetwork neuralNetwork)
{
var firstLayerWeights = new ValueList<double>();
var secondLayerWeights = new ValueList<double>();
var secondLayerThresholds = new ValueList<double>();
var thirdLayerThresholds = new ValueList<double>();
try
{
var connection = new NpgsqlConnection(ConnectionString);
connection.Open();
var command = new NpgsqlCommand { Connection = connection };
command.CommandText = "SELECT weight FROM pr4_weights_layer1 ORDER BY id ASC";
var reader = command.ExecuteReader();
while (reader.Read())
firstLayerWeights.Add(reader.GetDouble(0));
reader.Close();
command.CommandText = "SELECT weight FROM pr4_weights_layer2 ORDER BY id ASC";
reader = command.ExecuteReader();
while (reader.Read())
secondLayerWeights.Add(reader.GetDouble(0));
reader.Close();
command.CommandText = "SELECT threshold FROM pr4_thresholds_layer2 ORDER BY id ASC";
reader = command.ExecuteReader();
while (reader.Read())
secondLayerThresholds.Add(reader.GetDouble(0));
reader.Close();
command.CommandText = "SELECT threshold FROM pr4_thresholds_layer3 ORDER BY id ASC";
reader = command.ExecuteReader();
while (reader.Read())
thirdLayerThresholds.Add(reader.GetDouble(0));
neuralNetwork.SetWeightsForLayer(1, firstLayerWeights);
neuralNetwork.SetWeightsForLayer(2, secondLayerWeights);
neuralNetwork.SetThresholdsForLayer(2, secondLayerThresholds);
neuralNetwork.SetThresholdsForLayer(3, thirdLayerThresholds);
}
catch (Exception)
{
Console.WriteLine("There was a problem loading values from the database.");
throw;
}
}
