modularity for comparison operators ("reducers")

dmarx / Multi-Modal-Comparators

Unified API to facilitate usage of pre-trained "perceptor" models, a la CLIP

39 stars 4 forks source link

Open dmarx opened 2 years ago

dmarx commented 2 years ago

currently defaulting to dot product
add optional normalization for cosine similarity
add great circle/spherical dists.
- maybe we can use this modularization to set-up preferred losses for intermodal vs intramodal, for example