API

Packages

• langvae.arch package
• langvae.encoders package
• langvae.decoders package
• langvae.data_conversion package
• langvae.trainers package
• langvae.pipelines package

Core classes

LangVAE	A language-oriented Variational Autoencoder (VAE) that can be used for text generation.
SentenceEncoder	Encoder class for producing sentence embeddings.
SentenceDecoder	Decoder class for generating sentences from latent representations.
TokenizedDataSet	A dataset class that handles the tokenization of text data.
TokenizedAnnotatedDataSet	A dataset class that handles tokenization of text data with annotations.

Training pipeline

CyclicalScheduleKLThresholdTrainer
CyclicalScheduleKLThresholdTrainerConfig
LanguageTrainingPipeline