API

Packages

• langspace.metrics package
• langspace.models package
• langspace.ops package
• langspace.probe.arithmetic package
• langspace.probe.cluster_vis package
• langspace.probe.disentanglement package
• langspace.probe.interpolation package
• langspace.probe.traversal package

Latent probe classes

ArithmeticProbe	A probe for exploring arithmetic operations in the latent space of a language model variational autoencoder (LM-VAE).
ClusterVisualizationProbe	A probe for visualizing the latent space of a language VAE via clustering techniques.
DisentanglementProbe	A probe for disentanglement metrics on the latent space of a language VAE.
InterpolationProbe	A probe for evaluating interpolation in the latent space of an LM-VAE.
TraversalProbe	A probe for analyzing latent space traversal in an LM-VAE.

Metrics

DisentanglementMetric	Metrics used to evaluate disentangled representations in latent variable models.
InterpolationMetric	Metrics used to evaluate interpolation in generative models and latent space representations.

Operations

ArithmeticOps	Vector arithmetic operations
InterpolationOps	Operations for obtaining and evaluating interpolations from a source (start) and target (end) representation vectors.
TraversalOps	Class for performing latent space traversal and distance computations.

Utility

select_models

Selects a list of LM-VAE models available from the neuro-symbolic-ai repository, according to the specified criteria.