public LearnerState Get()
{
var serializableState = _cacheService.GetOrStore(_learnStateCacheKey, () =>
{
return(_sentences.Value.Aggregate(LearnerState.Empty, (state, sentence) => _learner.Learn(state, sentence)).Builder);
}, TimeSpan.FromDays(1));
return(serializableState.Build());
}
public void Train(Sentence trainData)
{
var state = CurrentState;
bool isLocked = false;
try
{
Monitor.Enter(state, ref isLocked);
CurrentState = _learner.Learn(CurrentState, trainData);
}
finally
{
if (isLocked)
{
Monitor.Exit(state);
}
}
}
public TestLearnStateBuilder WithSentence(Sentence sentence)
{
_state = _learner.Learn(_state, sentence);
return(this);
}
public LearnStateBuilder WithLearnData(IEnumerable <Sentence> sentences)
{
_learnerState = sentences.Aggregate(_learnerState, (acc, x) => _learner.Learn(acc, x));
return(this);
}