├── .gitignore ├── README.md ├── dataset ├── CMAPSSDataset.py └── __init__.py ├── model ├── __init__.py ├── attn_lstm.py └── utils.py ├── requirements.txt ├── results └── phm08_test_rul_1059.96974528.csv ├── script └── lightning_cmapss.py └── utils └── metrics.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/README.md -------------------------------------------------------------------------------- /dataset/CMAPSSDataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/dataset/CMAPSSDataset.py -------------------------------------------------------------------------------- /dataset/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/dataset/__init__.py -------------------------------------------------------------------------------- /model/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/model/__init__.py -------------------------------------------------------------------------------- /model/attn_lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/model/attn_lstm.py -------------------------------------------------------------------------------- /model/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/model/utils.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/requirements.txt -------------------------------------------------------------------------------- /results/phm08_test_rul_1059.96974528.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/results/phm08_test_rul_1059.96974528.csv -------------------------------------------------------------------------------- /script/lightning_cmapss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/script/lightning_cmapss.py -------------------------------------------------------------------------------- /utils/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LazyLZ/multi-head-attention-for-rul-estimation/HEAD/utils/metrics.py --------------------------------------------------------------------------------