static void Phase1() { List <Word> words2 = ParsingTools.GetListOfWords(ParsingTools.ProjectDirectory + "training_dataset.txt"); words2.AddRange(ParsingTools.GetListOfWords(ParsingTools.ProjectDirectory + "testing_dataset.txt")); loadTests(words2); // while (true) // { Console.WriteLine("Enter a seed word:"); string searchNext = Console.ReadLine(); Console.WriteLine("Enter how many words to generate:"); int genNum = Convert.ToInt32(Console.ReadLine()); Console.WriteLine(); for (int n = 0; n < genNum; n++) { WordAndPercentage answer = predictNextWord(searchNext); searchNext = answer.word; Console.Write(searchNext + " "); } }
static void Phase2() { List <Word> words2 = ParsingTools.GetListOfWords(ParsingTools.ProjectDirectory + "training_dataset.txt"); words2.AddRange(ParsingTools.GetListOfWords(ParsingTools.ProjectDirectory + "testing_dataset.txt")); Console.WriteLine("Enter your sentence. Please separate every symbol with a space (that includes periods, exclamation marks, etc.)"); string sentenceWhole = Console.ReadLine(); List <string> sentence = sentenceWhole.Split(' ').ToList(); for (int n = sentence.Count - 1; n >= 0; n--) { sentence[n] = sentence[n].Trim(); if (sentence[n] == "") { sentence.RemoveAt(n); } else { sentence[n] = sentence[n].ToLower(); } } Console.WriteLine(); Console.Write("You entered: "); Console.Write("[" + sentence[0] + "]"); for (int n = 1; n < sentence.Count; n++) { Console.Write(", " + "[" + sentence[n] + "]"); } Console.WriteLine(); Console.WriteLine("Please wait..."); Dictionary <StateTransition, double> transitionModel = createTransitionModel(words2); //printTransitionMatrix(transitionModel); Environment.Exit(0); Dictionary <ObservationFromState, double> observationModel = createObservationModel(words2); // loadTests(words2); // Printing.printObservationMatrix(observationModel, myDictionary); Dictionary <WordType, double> sentenceStarters = beginSentenceProb(words2); // foreach (var s in sentenceStarters) // { // Console.WriteLine(s.Key.ToString() + ", " + s.Value.ToString()); // } var res = Viterbi.DoViterbi(sentence, transitionModel, observationModel, sentenceStarters); Console.Write("Our results: "); Console.Write(res[1]); for (int n = 2; n < res.Length; n++) { Console.Write(", " + res[n]); } Console.WriteLine(); }