├── README.md ├── bert_pretrain.py ├── coca_pretrain.py ├── data_prepare.py ├── finetune_bert.py ├── finetune_graph.py ├── finetune_image.py ├── finetune_multimodal.py ├── finetune_text.py ├── model_ensemble.py ├── model_soup_multimodal.py ├── model_soup_text.py ├── notebook └── ccks2022.ipynb ├── pics ├── 164923009848338131649230098175.png ├── coca.png ├── k3m.png ├── model_soup_1.png ├── model_soup_2.png ├── pkgm_roberta.png └── vit.png ├── pkgm_pretrain.py ├── pred_bert.py ├── pred_text.py ├── predict.sh ├── requirements.txt ├── run_coca_pretrain.sh ├── run_data_prepare.sh ├── run_finetune_graph.sh ├── run_finetune_image.sh ├── run_finetune_multimodal.sh ├── run_finetune_text.sh ├── run_model_soup_multimodal.sh ├── run_model_soup_text.sh ├── run_pkgm_pretrain.sh ├── run_pred_image.sh ├── run_pred_multimodal.sh ├── run_pred_text.sh ├── src ├── __init__.py ├── bert │ ├── __init__.py │ ├── data_utils.py │ ├── log.py │ └── model.py ├── config │ ├── coca_base.json │ ├── coca_large.json │ ├── eca_nfnet_l0.json │ ├── gcn.json │ ├── pkgm_base.json │ ├── pkgm_large.json │ ├── resnetv2_50.json │ ├── roberta_base.json │ ├── roberta_image_base.json │ ├── roberta_image_large.json │ ├── roberta_large.json │ ├── vit_base_patch16_384.json │ └── vit_large_patch16_384.json ├── data │ ├── __init__.py │ └── data.py ├── models │ ├── __init__.py │ ├── base.py │ ├── graph.py │ ├── image.py │ ├── loss.py │ ├── multimodal.py │ └── text.py └── utils │ ├── __init__.py │ ├── config.py │ └── logger.py ├── submit ├── Dockerfile ├── deepAI_result.jsonl ├── push.sh ├── requirements.txt ├── result.zip ├── run.sh └── similarity.py ├── torchkge ├── README.rst ├── __init__.py ├── docs │ ├── Makefile │ ├── __init__.py │ ├── _static │ │ └── css │ │ │ └── custom.css │ ├── authors.rst │ ├── conf.py │ ├── contributing.rst │ ├── history.rst │ ├── index.rst │ ├── installation.rst │ ├── logo_torchKGE_small.png │ ├── make.bat │ ├── readme.rst │ ├── reference │ │ ├── data.rst │ │ ├── evaluation.rst │ │ ├── inference.rst │ │ ├── models.rst │ │ ├── sampling.rst │ │ └── utils.rst │ └── tutorials │ │ ├── evaluation.rst │ │ ├── linkprediction.rst │ │ ├── training.rst │ │ ├── transe.rst │ │ ├── transe_early_stopping.rst │ │ ├── transe_wrappers.rst │ │ └── tripletclassification.rst ├── requirements_dev.txt └── torchkge │ ├── __init__.py │ ├── data_structures.py │ ├── evaluation.py │ ├── exceptions.py │ ├── inference.py │ ├── models │ ├── __init__.py │ ├── bilinear.py │ ├── deep.py │ ├── interfaces.py │ └── translation.py │ ├── sampling.py │ └── utils │ ├── __init__.py │ ├── data.py │ ├── data_redundancy.py │ ├── datasets.py │ ├── dissimilarities.py │ ├── losses.py │ ├── modeling.py │ ├── operations.py │ ├── pretrained_models.py │ └── training.py └── train.sh /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunzeyeah/item-alignment/HEAD/README.md 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