autointent.modules.scoring

Classes

BertScorer	Scoring module for transformer-based classification using BERT models.
CatBoostScorer	CatBoost scorer using either external embeddings or CatBoost's own BoW encoding.
BiEncoderDescriptionScorer	Bi-encoder description scorer for zero-shot intent classification.
CrossEncoderDescriptionScorer	Cross-encoder description scorer for zero-shot intent classification.
LLMDescriptionScorer	LLM-based description scorer for zero-shot intent classification using structured output.
DNNCScorer	Scoring module for intent classification using discriminative nearest neighbor classification.
KNNScorer	K-nearest neighbors (KNN) scorer for intent classification.
RerankScorer	Re-ranking scorer using a cross-encoder for intent classification.
LinearScorer	Scoring module for linear classification using logistic regression.
BERTLoRAScorer	BERTLoRAScorer class for transformer-based classification with LoRA (Low-Rank Adaptation).
MLKnnScorer	Multi-label k-nearest neighbors (ML-KNN) scorer.
PTuningScorer	PEFT P-tuning scorer.
SklearnScorer	Scoring module for classification using sklearn classifiers.
CNNScorer	Convolutional Neural Network (CNN) scorer for intent classification.
RNNScorer	Recurrent Neural Network (RNN) scorer for intent classification.