├── ExtraMAE.ipynb ├── Imputation.ipynb ├── MAI ├── README.md ├── __pycache__ │ ├── models.cpython-36.pyc │ └── models.cpython-38.pyc ├── data │ ├── energy_data.csv │ ├── stock_data.csv │ └── working_data.npy ├── energy_config.json ├── main.py ├── metrics │ ├── __pycache__ │ │ ├── discriminative_metrics.cpython-36.pyc │ │ ├── predictive_metrics.cpython-36.pyc │ │ └── timegan_metrics.cpython-36.pyc │ ├── discriminative_metrics.py │ ├── predictive_metrics.py │ └── timegan_metrics.py ├── models.py ├── modules │ ├── __pycache__ │ │ ├── generation.cpython-36.pyc │ │ ├── utils.cpython-36.pyc │ │ └── visualization.cpython-36.pyc │ ├── generation.py │ ├── utils.py │ └── visualization.py ├── requirements.txt ├── sine_config.json ├── stock_config.json ├── storage │ └── AE0_EM0_RE50000_stock │ │ ├── model │ │ ├── args_dict.npy │ │ ├── art_data.npy │ │ ├── masks.npy │ │ ├── metrics_results.npy │ │ ├── model.pth │ │ └── ori_data.npy │ │ ├── pics │ │ ├── AE0_EM0_RE50000_stock_pca.png │ │ ├── AE0_EM0_RE50000_stock_tsne.png │ │ ├── AE0_EM0_RE50000_stock_visualization.png │ │ ├── sample0.png │ │ ├── sample1.png │ │ ├── sample2.png │ │ ├── sample3.png │ │ ├── sample4.png │ │ ├── sample5.png │ │ ├── sample6.png │ │ ├── sample7.png │ │ ├── sample8.png │ │ └── sample9.png │ │ └── synthesis │ │ ├── cross_average │ │ ├── AE0_EM0_RE50000_stock_pca.png │ │ ├── AE0_EM0_RE50000_stock_tsne.png │ │ ├── AE0_EM0_RE50000_stock_visualization.png │ │ ├── art_data.npy │ │ ├── metrics_results.npy │ │ ├── sample0.png │ │ ├── sample1.png │ │ ├── sample2.png │ │ ├── sample3.png │ │ ├── sample4.png │ │ ├── sample5.png │ │ ├── sample6.png │ │ ├── sample7.png │ │ ├── sample8.png │ │ └── sample9.png │ │ ├── cross_concate │ │ ├── AE0_EM0_RE50000_stock_pca.png │ │ ├── AE0_EM0_RE50000_stock_tsne.png │ │ ├── AE0_EM0_RE50000_stock_visualization.png │ │ ├── art_data.npy │ │ ├── metrics_results.npy │ │ ├── sample0.png │ │ ├── sample1.png │ │ ├── sample2.png │ │ ├── sample3.png │ │ ├── sample4.png │ │ ├── sample5.png │ │ ├── sample6.png │ │ ├── sample7.png │ │ ├── sample8.png │ │ └── sample9.png │ │ └── random_average │ │ ├── AE0_EM0_RE50000_stock_pca.png │ │ ├── AE0_EM0_RE50000_stock_tsne.png │ │ ├── AE0_EM0_RE50000_stock_visualization.png │ │ ├── art_data.npy │ │ ├── metrics_results.npy │ │ ├── sample0.png │ │ ├── sample1.png │ │ ├── sample2.png │ │ ├── sample3.png │ │ ├── sample4.png │ │ ├── sample5.png │ │ ├── sample6.png │ │ ├── sample7.png │ │ ├── sample8.png │ │ └── sample9.png └── summary.ipynb ├── MaskRatio.ipynb ├── README.md └── SupplementaryMaterial.pdf /ExtraMAE.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dolores2333/ExtraMAE/HEAD/ExtraMAE.ipynb -------------------------------------------------------------------------------- /Imputation.ipynb: -------------------------------------------------------------------------------- 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