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Apfelsine9021
cadc7b1554
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1 year ago | |
|---|---|---|
| checkpoints/ace | 1 year ago | |
| conclusion | 1 year ago | |
| data | 1 year ago | |
| data_process | 1 year ago | |
| images | 1 year ago | |
| models | 1 year ago | |
| transformer | 1 year ago | |
| .gitignore | 1 year ago | |
| LICENSE | 1 year ago | |
| README.md | 1 year ago | |
| argparams.py | 1 year ago | |
| evaluate.py | 1 year ago | |
| inference.py | 1 year ago | |
| main.py | 1 year ago | |
| run.bat | 1 year ago | |
| train.py | 1 year ago | |
README.md
Requirements
- Python 3.8
- PyTorch (1.9.1)
- numpy (1.19.2)
- pandas (1.2.4)
- scipy (1.6.2)
- sklearn (0.24.2)
Description(HHGR-origin)
HHGR-s2/
├── models
│ ├── HHGR.py: the main model with some functions and configs for the model
│ ├── HGCN.py: the hypergraph convolutional network model
│ ├── Discriminator.py: discriminator network model for self-supervised learning
│ ├── EmbeddingLayer.py: Embedding network model for learning the representations of group, user, and item
├── utils
│ ├── util.py: evaluate the performance of learned embeddings w.r.t clustering and classification
│ ├── dataset.py: generate the group and user dataloader
│ ├── user_tuils.py: generate the user dataloader for training the model
│ ├── group_tuils.py: generate the group dataloader for training the model
├── data
│ └── weeplaces
│ ├── group_users.csv: the group-user relationship
│ ├── train_ui.csv: the training file of user-item history interaction
│ ├── train_gi.csv: the training file of group-item history interaction
│ ├── val_ui.csv: the validation file of user-item history interaction
│ ├── val_gi.csv: the validation file of group-item history interaction
│ ├── test_ui.csv: the test file of user-item history interaction
│ ├── test_gi.csv: the test file of user-item history interaction
├── README.md
修改的HHGR做事件检测
Text CSV Python Markdown other
Apache-1.0