private void BtnSaveTrainings_Click(object sender, RoutedEventArgs e) { if (string.IsNullOrEmpty(tbTitle.Text) && string.IsNullOrEmpty(tbInstitution.Text) && string.IsNullOrEmpty(tbLocation.Text)) { trainCollection.Remove(selectedTrainItem); } else { if (TrainingValidation()) { var item = selectedTrainItem; item._TITLE = tbTitle.Text; item._INSTITUTION = tbInstitution.Text; item._TRAINING_LOCATION = tbLocation.Text; item._TRAINING_DATE = dpTrainingFinished.Text; } } hasSelectedTraining = false; ChangeTrainBtnIcon(); ClearTrainingFields(); cbTrainingCollection.SelectedIndex = -1; selectedTrainItem = null; MessageBox.Show("Training record successfully updated."); }
private void SetTrainBackground(string empId) { TrainingManager mTrainManager = new TrainingManager(); List <TrainingItem> trainList = new List <TrainingItem>(); if (trainCollection.Count != 0) { trainCollection.Remove(selectedTrainItem); foreach (var item in trainCollection) { trainList.Add(item); } } if (!string.IsNullOrEmpty(tbTitle.Text)) { var trainItem = new TrainingItem(); trainItem._EMP_ID = empId; trainItem._TITLE = tbTitle.Text; trainItem._INSTITUTION = tbInstitution.Text; trainItem._TRAINING_LOCATION = tbLocation.Text; trainItem._TRAINING_DATE = dpTrainingFinished.Text; trainList.Add(trainItem); } mTrainManager.DeleteTrainData(empId); foreach (var item in trainList) { mTrainManager.SaveTrainingData(item); } }
public void Next() { DigitImage img = Program.RandomTestingData; TrainingItem ti = MnistReader.ConvertSingleImage(img); Image realImg = img.ToBitMap(); input.Image = new Bitmap(realImg, input.Size); byte b = 0; for (int i = 0; i < 4; i++) { b += (byte)(ti.outputs[i] > 0.5 ? Math.Pow(2, i) : 0); } byte o = Program.GetOutput(ti.inputs); output.Text = (timerRunning ? "Test in progress : \n" : "") + "Found : " + o + "\nExpected : " + b; if (timerRunning) { loop++; if (o == b) { worked++; } if (loop >= 100) { timerRunning = false; timer.Stop(); output.Text = "Test finished\nSuccess : " + worked + " %"; } } }
private void BtnAddTrainings_Click(object sender, RoutedEventArgs e) { if (TrainingValidation()) { if (hasSelectedTraining) { hasSelectedTraining = false; ChangeTrainBtnIcon(); ClearTrainingFields(); cbTrainingCollection.SelectedIndex = -1; selectedTrainItem = null; } else { var trainItem = new TrainingItem(); trainItem._EMP_ID = tbEmployeeId.Text; trainItem._TITLE = tbTitle.Text; trainItem._INSTITUTION = tbInstitution.Text; trainItem._TRAINING_LOCATION = tbLocation.Text; trainItem._TRAINING_DATE = dpTrainingFinished.Text; trainItem._TRAIN_HOLDER = "Training " + (trainCollection.Count + 1); trainCollection.Add(trainItem); cbTrainingCollection.ItemsSource = trainCollection; ClearTrainingFields(); MessageBox.Show("New work training record added."); } } }
public void AddTrainingData(List <double> observations, string name, double treshhold) { var _newTrainingItem = new TrainingItem(name, treshhold) { Data = observations }; _trainingstore.Items.Add(_newTrainingItem); TrainHiddenMarkovModel(); }
public ActionResult CommitBreakInterval(TrainingItemViewModel viewModel) { ViewBag.ViewModel = viewModel; //if (!ModelState.IsValid) //{ // ViewBag.ModelState = this.ModelState; // return View(Settings.Default.ReportInputError); //} TrainingExecution execution = models.GetTable <TrainingExecution>().Where(t => t.ExecutionID == viewModel.ExecutionID).FirstOrDefault(); if (execution == null) { return(Json(new { result = false, message = "預編課程項目不存在!!" })); } var stage = models.GetTable <TrainingStage>().Where(s => s.StageID == viewModel.StageID).FirstOrDefault(); if (stage == null) { return(View("~/Views/Shared/JsAlert.cshtml", model: "資料錯誤!!")); } TrainingItem item = execution.TrainingItem.Where(i => i.ItemID == viewModel.ItemID).FirstOrDefault(); if (item == null) { item = new TrainingItem { ExecutionID = execution.ExecutionID, Sequence = execution.TrainingItem.Count, TrainingID = stage.TrainingStageItem .Select(t => t.TrainingType) .Where(t => t.BreakMark == true) .Select(t => t.TrainingID).FirstOrDefault() }; execution.TrainingItem.Add(item); } item.BreakIntervalInSecond = viewModel.BreakInterval = viewModel.BreakInterval.GetEfficientString(); item.Repeats = viewModel.Repeats = viewModel.Repeats.GetEfficientString(); item.Remark = viewModel.Remark; models.SubmitChanges(); if (item.Repeats != null) { calculateTotalMinutes(execution, stage.StageID); } return(Json(new { result = true, message = "", stage.StageID })); }
private void CbTrainingCollection_SelectionChanged(object sender, SelectionChangedEventArgs e) { if (cbTrainingCollection.SelectedIndex != -1) { var item = cbTrainingCollection.SelectedItem as TrainingItem; selectedTrainItem = item; ViewSelectedTrain(); hasSelectedTraining = true; ChangeTrainBtnIcon(); } }
private bool Step(TrainingItem sample) { var x = sample.Volume; var y = sample.ClassIndex; if (sample.IsValidation) { // use x to build our estimate of validation error _net.Forward(x); int yhat = _net.GetPrediction(); var valAcc = yhat == y ? 1 : 0; _validationAccuracyBuffer.Add(valAcc); return(true); } // train on it with network _trainer.Train(x, y); // keep track of stats such as the average training error and loss int prediction = _net.GetPrediction(); var trainAcc = prediction == y ? 1 : 0; _lossBuffer.Add(_trainer.Loss); _trainAccuracyBuffer.Add(trainAcc); if (_stepCount % 200 == 0) { double loss = _lossBuffer.Items.Average(); double trainAvgAcc = _trainAccuracyBuffer.Items.Average(); double validationAvgAcc = _validationAccuracyBuffer.Items.Average(); if (_infoOutputFunc != null) { _infoOutputFunc( string.Format("Ошибка: {0}\t\t Пройденных тестовых примеров: {1}\t\t Пройденных валидационных примеров: {2}", loss, Math.Round(trainAvgAcc * 100.0, 2), Math.Round(validationAvgAcc * 100.0, 2))); } if (_trainAccuracyBuffer.Items.All(i => i == 1) && _validationAccuracyBuffer.Items.All(i => i == 1)) { return(false); } } _stepCount++; return(true); }
public static MeetingItemDto Build(TrainingItem arg) { if (arg == null) { throw new ArgumentNullException(nameof(arg)); } return(new MeetingItemDto { Name = arg.Name, Url = arg.UrlPath, ScoId = arg.ScoId, }); }
public async void Train() { List<TrainingItem> data = new List<TrainingItem>(); for (double x = 0; x <= 1; x += 0.01) { var entry = new TrainingItem(); entry.input = new double[1] { x }; entry.output = new double[1] { x * x }; data.Add(entry); } var result = (await network.train(data)); Console.WriteLine(result.ToString()); }
public static void GetEventTraning() { ApiDTO apiDTO; CustomCsodDTO customCsodDTO; ApiObjects(out apiDTO, out customCsodDTO); //apiDTO.Resource = "/Services/api/LO/GetDetails?objectId=243bae9c-dfa8-433f-b8d2-6a79ffa41855&format=json"; apiDTO.Resource = "/Services/api/LO/GetDetails?objectId=243bae9c-dfa8-433f-b8d2-6a79ffa41855&format=json"; var loApi = new LoApi(apiDTO, customCsodDTO); // LOResponse loResponse = loApi.CreateMaterial(loItem); TrainingItem loResponse = loApi.Get(); EventTrainingItem e = (EventTrainingItem)loResponse; }
public ActionResult EditTrainingItem(TrainingItemViewModel viewModel) { if (!models.GetTable <TrainingExecution>().Any(t => t.ExecutionID == viewModel.ExecutionID)) { return(View("~/Views/ConsoleHome/Shared/AlertMessage.cshtml", model: "資料錯誤!!")); } var stage = models.GetTable <TrainingStage>().Where(s => s.StageID == viewModel.StageID).FirstOrDefault(); if (stage == null) { return(View("~/Views/ConsoleHome/Shared/AlertMessage.cshtml", model: "資料錯誤!!")); } ViewBag.TrainingStage = stage; TrainingItem item = models.GetTable <TrainingItem>().Where(x => x.ItemID == viewModel.ItemID).FirstOrDefault(); if (item != null) { viewModel.ItemID = item.ItemID; viewModel.TrainingID = item.TrainingID; viewModel.GoalTurns = item.GoalTurns; viewModel.GoalStrength = item.GoalStrength; viewModel.ExecutionID = item.ExecutionID; viewModel.Description = item.Description; viewModel.ActualStrength = item.ActualStrength; viewModel.ActualTurns = item.ActualTurns; viewModel.Remark = item.Remark; viewModel.Repeats = item.Repeats; viewModel.DurationInSeconds = item.DurationInMinutes * 60; viewModel.BreakInterval = item.BreakIntervalInSecond; viewModel.PurposeID = item.PurposeID; viewModel.AidID = item.TrainingItemAids.Select(s => s.AidID).ToArray(); } ViewBag.ViewModel = viewModel; if (item == null) { return(View("~/Views/LearnerProfile/ProfileModal/CreateTrainingItem.cshtml", item)); } else { return(View("~/Views/LearnerProfile/ProfileModal/EditTrainingItem.cshtml", item)); } }
private bool Step(TrainingItem sample) { var x = sample.Volume; var y = sample.ClassIndex; if (sample.IsValidation) { // use x to build our estimate of validation error _net.Forward(x); int yhat = _net.GetPrediction(); var valAcc = yhat == y ? 1 : 0; _validationAccuracyBuffer.Add(valAcc); return(true); } // train on it with network _trainer.Train(x, y); // keep track of stats such as the average training error and loss int prediction = _net.GetPrediction(); var trainAcc = prediction == y ? 1 : 0; _lossBuffer.Add(_trainer.Loss); _trainAccuracyBuffer.Add(trainAcc); if (_stepCount % 200 == 0) { double loss = _lossBuffer.Items.Average(); double trainAvgAcc = _trainAccuracyBuffer.Items.Average(); double validationAvgAcc = _validationAccuracyBuffer.Items.Average(); Console.WriteLine("Loss: {0} Train accuray: {1} Test accuracy: {2}", loss, Math.Round(trainAvgAcc * 100.0, 2), Math.Round(validationAvgAcc * 100.0, 2)); if (_trainAccuracyBuffer.Items.All(i => i == 1) && _validationAccuracyBuffer.Items.All(i => i == 1)) { return(false); } } _stepCount++; return(true); }
public ActionResult CommitTrainingItem(TrainingItemViewModel viewModel) { ViewBag.ViewModel = viewModel; viewModel.Description = viewModel.Description.GetEfficientString(); if (viewModel.Description == null) { ModelState.AddModelError("Description", "請輸入動作"); } //viewModel.ActualStrength = viewModel.ActualStrength.GetEfficientString(); //if(viewModel.ActualStrength == null) //{ // ModelState.AddModelError("ActualStrength", "請輸入強度"); //} //viewModel.ActualTurns = viewModel.ActualTurns.GetEfficientString(); //if (viewModel.ActualTurns == null) //{ // ModelState.AddModelError("ActualTurns", "請輸入次數"); //} if (!viewModel.DurationInSeconds.HasValue) { ModelState.AddModelError("DurationInSeconds", "請輸入時間"); } if (!viewModel.TrainingID.HasValue) { ModelState.AddModelError("TrainingID", "請選擇類別"); } viewModel.Remark = viewModel.Remark.GetEfficientString(); if (viewModel.PurposeID.HasValue && viewModel.Remark == null) { ModelState.AddModelError("Remark", "請輸入里程碑內容"); } if (!ModelState.IsValid) { ViewBag.ModelState = this.ModelState; return(View(Settings.Default.ReportInputError)); } TrainingExecution execution = models.GetTable <TrainingExecution>().Where(t => t.ExecutionID == viewModel.ExecutionID).FirstOrDefault(); if (execution == null) { return(Json(new { result = false, message = "預編課程項目不存在!!" })); } TrainingItem item = execution.TrainingItem.Where(i => i.ItemID == viewModel.ItemID).FirstOrDefault(); if (item == null) { item = new TrainingItem { ExecutionID = execution.ExecutionID, Sequence = execution.TrainingItem.Count }; execution.TrainingItem.Add(item); } item.GoalStrength = viewModel.GoalStrength; item.GoalTurns = viewModel.GoalTurns; item.Description = viewModel.Description; item.TrainingID = viewModel.TrainingID; item.Remark = viewModel.Remark; item.DurationInMinutes = viewModel.DurationInMinutes; models.SubmitChanges(); models.ExecuteCommand("delete TrainingItemAids where ItemID = {0}", item.ItemID); if (viewModel.AidID != null && viewModel.AidID.Length > 0) { foreach (var aid in viewModel.AidID) { item.TrainingItemAids.Add(new TrainingItemAids { AidID = aid }); } models.SubmitChanges(); } calculateTotalMinutes(execution, viewModel.StageID.Value); bool UpdatePurpose = false; if (item.PurposeID.HasValue) { if (viewModel.PurposeID.HasValue) { models.ExecuteCommand("Update PersonalExercisePurposeItem set PurposeItem = {0} where ItemID = {1}", viewModel.Remark, item.PurposeID); } else { models.ExecuteCommand("delete PersonalExercisePurposeItem where ItemID = {0}", item.PurposeID); } UpdatePurpose = true; } else if (viewModel.PurposeID == -1 && item.Remark != null) { var purpose = item.TrainingExecution.TrainingPlan.LessonTime.RegisterLesson.UserProfile.AssertPurposeItem(models, item.Remark); purpose.CompleteDate = item.TrainingExecution.TrainingPlan.LessonTime.ClassTime; //DateTime.Now; item.PurposeID = purpose.ItemID; models.SubmitChanges(); UpdatePurpose = true; } return(Json(new { result = true, message = "", viewModel.StageID, UpdatePurpose })); }
/// <summary> /// Trains the network with one item /// </summary> /// <param name="item"></param> public void Train(TrainingItem item) { Train(item.input, item.expected); }