├── .gitignore ├── LICENSE ├── Optim.py ├── README.md ├── attention-exchangerate.png ├── dilate ├── dilate_loss.py ├── path_soft_dtw.py └── soft_dtw.py ├── ele.sh ├── full-lstnet-synthetic.png ├── main.py ├── main_dilate.py ├── main_nn.py ├── main_sdtw.py ├── main_testing.py ├── models ├── LSTNet.py ├── LSTNetAttConvDirect.py ├── LSTNetAttention.py └── __init__.py ├── nntools.py ├── no-var-synthetic.png ├── plot_main.py ├── plot_utils.py ├── plotting.py ├── run_these.sh ├── sdtw_elec_logs.txt ├── soft_dtw.py ├── solar.sh ├── stats_manager.py ├── stock.sh ├── traffic.sh └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | data/* 2 | *.pyc 3 | save/* 4 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akyadav26/Time-Series-Forecast-with-Deep-Hybrid-Architecture/HEAD/LICENSE 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