public void similarityTest()
{
List <string> sentences = new List <string>();
sentences.Add("How's it going");
sentences.Add("How's your day");
sentences.Add("How's everything");
sentences.Add("Good morning");
sentences.Add("Good afternoon");
sentences.Add("Good evening");
sentences.Add("I appreciate it");
sentences.Add("Thanks a lot");
sentences.Add("Thank you");
Args args = new Args();
args.ModelFile = "CherubNLP\\CherubNLP.UnitTest\\wordvec_enu.bin";
VectorGenerator vg = new VectorGenerator(args);
var list = vg.Sentence2Vec(sentences);
Vec vec1 = vg.SingleSentence2Vec("Good morning");
Vec vec2 = vg.SingleSentence2Vec("How's it going");
double score = vg.Similarity(vec1, vec2);
Console.WriteLine("Similarity score: {0}", score);
vec1 = vg.SingleSentence2Vec("Good morning");
vec2 = vg.SingleSentence2Vec("How's your day");
double score1 = vg.Similarity(vec1, vec2);
Console.WriteLine("Similarity score: {0}", score1);
vec1 = vg.SingleSentence2Vec("Good morning");
vec2 = vg.SingleSentence2Vec("How's everything");
double score2 = vg.Similarity(vec1, vec2);
Console.WriteLine("Similarity score: {0}", score2);
vec1 = vg.SingleSentence2Vec("Good morning");
vec2 = vg.SingleSentence2Vec("Good afternoon");
double score3 = vg.Similarity(vec1, vec2);
Console.WriteLine("Similarity score: {0}", score3);
vec1 = vg.SingleSentence2Vec("Good morning");
vec2 = vg.SingleSentence2Vec("I appreciate");
double score4 = vg.Similarity(vec1, vec2);
Console.WriteLine("Similarity score: {0}", score4);
vec1 = vg.SingleSentence2Vec("Good morning");
vec2 = vg.SingleSentence2Vec("Thanks a lot");
double score5 = vg.Similarity(vec1, vec2);
Console.WriteLine("Similarity score: {0}", score5);
}
public void Doc2VectorTest()
{
List <string> sentences = new List <string>();
sentences.Add("The sun in the sky is bright.");
sentences.Add("We can see the shining sun, the bright sun.");
Args args = new Args();
args.ModelFile = "CherubNLP\\App_Data\\wordvec_enu.bin";
VectorGenerator vg = new VectorGenerator(args);
var list = vg.Sentence2Vec(sentences);
}
public void Doc2VectorTest()
{
List <string> sentences = new List <string>();
sentences.Add("The sun in the sky is bright.");
sentences.Add("We can see the shining sun, the bright sun.");
Args args = new Args();
args.ModelFile = "C:\\Users\\bpeng\\Desktop\\BoloReborn\\BotSharp.NLP\\BotSharp.NLP.UnitTest\\wordvec_enu.bin";
VectorGenerator vg = new VectorGenerator(args);
var list = vg.Sentence2Vec(sentences);
}