private void SetupAnomaly(ContainerBuilder builder)
{
logger.LogInformation("Setting up lexicon libraries");
var tagger = new NaivePOSTagger(new BNCList(), WordTypeResolver.Instance);
builder.RegisterInstance(tagger).As <IPOSTagger>();
var dictionary = new NRCDictionary();
dictionary.Load();
builder.RegisterInstance(dictionary).As <INRCDictionary>();
var inquirer = new InquirerManager();
inquirer.Load();
builder.RegisterInstance(inquirer).As <IInquirerManager>();
builder.RegisterType <FrequencyListManager>().As <IFrequencyListManager>().SingleInstance();
builder.RegisterType <StyleFactory>().As <IStyleFactory>();
builder.RegisterType <AnomalyFactory>().As <IAnomalyFactory>();
builder.RegisterType <SupervisedAnomaly>().As <ISupervisedAnomaly>();
builder.RegisterType <DocumentReconstructor>().As <IDocumentReconstructor>();
builder.RegisterType <DocumentExtractor>().As <IDocumentExtractor>();
builder.RegisterType <EmbeddingVectorSource>().As <IDocumentVectorSource>();
builder.RegisterType <SvmModelStorageFactory>().As <IModelStorageFactory>();
logger.LogInformation("Downloading model...");
var model = new Uri(Configuration["Anomaly:model"]);
new DataDownloader(loggerFactory).DownloadFile(model, "resources").Wait();
builder.Register(context => WordModel.Load("resources/model.bin")).SingleInstance();
}
public void Setup()
{
PosTagger = new NaivePOSTagger(new BNCList(), WordTypeResolver.Instance);
var inquirer = new InquirerManager();
inquirer.Load();
StyleFactory = new StyleFactory(PosTagger, new NRCDictionary(), new FrequencyListManager(), inquirer);
var factory = new SentenceTokenizerFactory(PosTagger, new RawWordExtractor(new BasicEnglishDictionary(), new MemoryCache(new MemoryCacheOptions())));
Extraction = new SimpleWordsExtraction(factory.Create(true, false));
}
public void Setup()
{
PosTagger = new NaivePOSTagger(new BNCList(), WordTypeResolver.Instance);
Raw = new RawWordExtractor(new BasicEnglishDictionary(), new MemoryCache(new MemoryCacheOptions()));
Factory = new SentenceTokenizerFactory(PosTagger, Raw);
}
public void Setup()
{
instance = new NaivePOSTagger(new BNCList(), WordTypeResolver.Instance);
}