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dice-embeddings
dice-embeddings에는 dice-group에서 수집한 skills 6개가 있으며, 저장소 수준 직업 범위와 사이트 내 skill 상세 페이지를 제공합니다.
이 저장소의 skills
Add a new Knowledge Graph Embedding model to the dicee framework. Use when implementing a new KGE model, adding a custom scoring function, creating a new algebra-based embedding, or extending BaseKGE with a new architecture.
Add a new Knowledge Graph Embedding model to the dicee framework. Use when: implementing a new KGE model, adding a custom scoring function, creating a new algebra-based embedding, extending BaseKGE with a new architecture.
Use a pre-trained KGE model for inference via the KGE class. Use when loading a trained model, predicting missing links (head/relation/tail), answering multi-hop EPFO queries (1p 2p 3p 2i 3i ip pi 2u up), predicting literal values, accessing raw embeddings, or deploying with the Gradio UI.
Configure and launch KGE model training in dicee. Use when training a KGE model, choosing a trainer backend, selecting a scoring technique, setting up multi-GPU/DDP/FSDP training, using weight averaging (SWA/EMA/SWAG), configuring periodic evaluation, or resuming training with continual learning.
Configure and launch KGE model training in dicee. Use when: training a KGE model, choosing a trainer backend, selecting a scoring technique, setting up multi-GPU or DDP training, using weight averaging (SWA/EMA/SWAG), configuring periodic evaluation, resuming training with continual learning.
Use a pre-trained KGE model for inference via the KGE class. Use when: loading a trained model, predicting missing links (head/relation/tail), answering multi-hop EPFO queries (1p 2p 3p 2i 3i ip pi 2u up), predicting literal values, accessing raw embeddings, deploying with the Gradio UI.