private static void TestLoadedModel(WordModel model)
{
Assert.IsNotNull(model);
Assert.AreEqual(4501, model.Words);
Assert.AreEqual(100, model.Size);
Assert.AreEqual(4501, model.Vectors.Count());
Assert.IsTrue(model.Vectors.Any(x => x.Word == "whale"));
var whale = model.GetByWord("whale");
Assert.IsNotNull(whale);
var xyz = model.GetByWord("xyz");
Assert.IsNull(xyz);
var results = model.Nearest(whale.Vector).Take(10).ToArray();
Assert.AreEqual(10, results.Length);
Assert.AreEqual("whale", results[0].Word);
var results2 = model.Nearest("whale").Take(10).ToArray();
Assert.AreEqual(10, results2.Length);
Assert.AreNotEqual("whale", results2[0].Word);
Assert.AreEqual("whale,", results2[0].Word);
var nearest = model.NearestSingle(model.GetByWord("whale").Subtract(model.GetByWord("sea")));
Assert.IsNotNull(nearest);
Assert.AreNotEqual(0, model.Distance("whale", "boat"));
var king = model.GetByWord("whale");
var man = model.GetByWord("boat");
var woman = model.GetByWord("sea");
var vector = king.Subtract(man).Add(woman);
Console.WriteLine(model.NearestSingle(vector));
var sentences = new[] { new SentenceItem(), new SentenceItem() };
sentences[0].Words.Add(new WordEx("whale"));
sentences[0].Words.Add(new WordEx("boat"));
sentences[1].Words.Add(new WordEx("whale"));
sentences[1].Words.Add(new WordEx {
Raw = "boat"
});
var paragraph = model.GetParagraphVector(sentences);
var paragraph2 = model.GetParagraphVector(sentences.Take(1).ToArray());
Assert.AreEqual(paragraph2, paragraph);
}