public void AddLanguages(params string[] languages)
{
Assembly assembly = GetType().Assembly;
foreach (string language in languages)
{
using (Stream stream = assembly.GetManifestResourceStream(ResourceNamePrefix + language + ".bin.gz"))
using (Stream decompressedStream = new GZipStream(stream, CompressionMode.Decompress))
{
LanguageProfile profile = new LanguageProfile();
profile.Load(decompressedStream);
AddLanguageProfile(profile);
}
}
}
private void UpdateProbabilities(double[] prob, string word, double alpha)
{
if (word == null || !wordLanguageProbabilities.ContainsKey(word))
{
return;
}
var languageProbabilities = wordLanguageProbabilities[word];
double weight = alpha / BaseFrequency;
for (int i = 0; i < prob.Length; i++)
{
LanguageProfile profile = languages[i];
prob[i] *= weight + (languageProbabilities.ContainsKey(profile) ? languageProbabilities[profile] : 0);
}
}
public void AddLanguages(params string[] languages)
{
Assembly assembly = GetType().GetTypeInfo().Assembly;
foreach (string language in languages)
{
using (Stream stream = assembly.GetManifestResourceStream(ResourceNamePrefix + language))
{
using (StreamReader sr = new StreamReader(stream))
{
LanguageProfile profile = System.Text.Json.JsonSerializer.Deserialize <LanguageProfile>(sr.ReadToEnd());
AddLanguageProfile(profile);
}
}
}
}
private void AddLanguageProfile(LanguageProfile profile)
{
languages.Add(profile);
foreach (string word in profile.Frequencies.Keys)
{
if (!wordLanguageProbabilities.ContainsKey(word))
{
wordLanguageProbabilities[word] = new Dictionary <LanguageProfile, double>();
}
if (word.Length >= 1 && word.Length <= NGramLength)
{
double prob = (double)profile.Frequencies[word] / profile.WordCount[word.Length - 1];
wordLanguageProbabilities[word][profile] = prob;
}
}
}
public void AddLanguages(params string[] languages)
{
Assembly assembly = GetType().Assembly;
foreach (string language in languages)
{
using (Stream stream = assembly.GetManifestResourceStream(ResourceNamePrefix + language))
using (var sw = new StreamReader(stream))
{
LanguageProfile profile = new LanguageProfile();
string json = sw.ReadToEnd();
JsonLanguageProfile jsonProfile = JsonConvert.DeserializeObject <JsonLanguageProfile>(json);
profile.Code = jsonProfile.name;
profile.Frequencies = jsonProfile.freq;
profile.WordCount = jsonProfile.n_words;
//profile.Load(stream);
AddLanguageProfile(profile);
}
}
}
private void AddLanguageProfile(LanguageProfile profile)
{
languages.Add(profile);
foreach (string word in profile.Frequencies.Keys)
{
if (!wordLanguageProbabilities.ContainsKey(word))
wordLanguageProbabilities[word] = new Dictionary<LanguageProfile, double>();
if (word.Length >= 1 && word.Length <= NGramLength)
{
double prob = (double)profile.Frequencies[word] / profile.WordCount[word.Length - 1];
wordLanguageProbabilities[word][profile] = prob;
}
}
}
public void AddLanguages(params string[] languages)
{
Assembly assembly = GetType().Assembly;
foreach (string language in languages)
{
using (Stream stream = assembly.GetManifestResourceStream(ResourceNamePrefix + language + ".bin.gz"))
using (Stream decompressedStream = new GZipStream(stream, CompressionMode.Decompress))
{
LanguageProfile profile = new LanguageProfile();
profile.Load(decompressedStream);
AddLanguageProfile(profile);
}
}
}