4 projects
nwf-recsys
NWF for recommendation systems: matrix factorization with (z, sigma) for users and items. MovieLens, HR@k, incremental learning.
nwf-nlp
NWF for NLP: Transformer encoders (BERT, DistilBERT) with (z, sigma) output for incremental learning, semantic search, text classification.
nwf-vision
NWF for computer vision: ConvVAE, ResNet encoders, Split-CIFAR incremental learning, continual learning on images.
nwf-core
Neural Weight Fields: incremental learning with built-in uncertainty. Charge, Field, metrics, FAISS index, calibrators.
