/// <summary>
/// Precompute method
/// </summary>
public override void PreCompute()
{
RUtil.RegisterScript(Assembly.GetExecutingAssembly(), _baseScript);
LDACorpus corpus = new LDACorpus("LDA", _source, _target);
LDACorpusInfo info = corpus.Save();
_outputFile = RUtil.ReserveCacheFile("LDA.out");
_arguments = new List <object>();
_arguments.Add(info.Corpus);
_arguments.Add(info.Vocab);
_arguments.Add(info.Edges);
_arguments.Add(_outputFile);
_arguments.Add(_config.NumTopics);
_arguments.Add(_config.NumIterations);
_arguments.Add(_config.Alpha);
_arguments.Add(_config.Eta);
_arguments.Add(_config.PredictionBeta);
_arguments.Add(_config.Seed);
}
/// <summary>
/// Constructor
/// </summary>
/// <param name="source">Source artifacts</param>
/// <param name="target">Target artifacts</param>
/// <param name="config">Configuration object</param>
public RTMScript(TermDocumentMatrix source, TermDocumentMatrix target, RTMConfig config)
: base()
{
_corpus = new LDACorpus("RTM", source, target);
_config = config;
}
/// <summary>
/// Constructor
/// </summary>
/// <param name="matrix">Input matrix</param>
/// <param name="sourceIDs">Source artifacts ids</param>
/// <param name="targetIDs">Target artifacts ids</param>
/// <param name="config">Configuration object</param>
public RTMScript(TermDocumentMatrix matrix, IEnumerable<string> sourceIDs, IEnumerable<string> targetIDs, RTMConfig config)
{
_corpus = new LDACorpus("RTM", matrix, sourceIDs, targetIDs);
_config = config;
}
/// <summary>
/// Constructor
/// </summary>
/// <param name="source">Source artifacts</param>
/// <param name="target">Target artifacts</param>
/// <param name="config">Configuration object</param>
public RTMScript(TLArtifactsCollection source, TLArtifactsCollection target, RTMConfig config)
: base()
{
_corpus = new LDACorpus("RTM", new TermDocumentMatrix(source), new TermDocumentMatrix(target));
_config = config;
}
/// <summary>
/// Precompute method
/// </summary>
public override void PreCompute()
{
RUtil.RegisterScript(Assembly.GetExecutingAssembly(), _baseScript);
LDACorpus corpus = new LDACorpus("LDA", _source, _target);
LDACorpusInfo info = corpus.Save();
_outputFile = RUtil.ReserveCacheFile("LDA.out");
_arguments = new List<object>();
_arguments.Add(info.Corpus);
_arguments.Add(info.Vocab);
_arguments.Add(info.Edges);
_arguments.Add(_outputFile);
_arguments.Add(_config.NumTopics);
_arguments.Add(_config.NumIterations);
_arguments.Add(_config.Alpha);
_arguments.Add(_config.Eta);
_arguments.Add(_config.PredictionBeta);
_arguments.Add(_config.Seed);
}
/// <summary>
/// Constructor
/// </summary>
/// <param name="matrix">Input matrix</param>
/// <param name="sourceIDs">Source artifacts ids</param>
/// <param name="targetIDs">Target artifacts ids</param>
/// <param name="config">Configuration object</param>
public RTMScript(TermDocumentMatrix matrix, IEnumerable <string> sourceIDs, IEnumerable <string> targetIDs, RTMConfig config)
{
_corpus = new LDACorpus("RTM", matrix, sourceIDs, targetIDs);
_config = config;
}
/// <summary>
/// Constructor
/// </summary>
/// <param name="source">Source artifacts</param>
/// <param name="target">Target artifacts</param>
/// <param name="config">Configuration object</param>
public RTMScript(TermDocumentMatrix source, TermDocumentMatrix target, RTMConfig config) : base()
{
_corpus = new LDACorpus("RTM", source, target);
_config = config;
}
/// <summary>
/// Constructor
/// </summary>
/// <param name="source">Source artifacts</param>
/// <param name="target">Target artifacts</param>
/// <param name="config">Configuration object</param>
public RTMScript(TLArtifactsCollection source, TLArtifactsCollection target, RTMConfig config) : base()
{
_corpus = new LDACorpus("RTM", new TermDocumentMatrix(source), new TermDocumentMatrix(target));
_config = config;
}