├── QRMGM_KDE ├── __init__.py ├── data │ ├── __init__.py │ └── windspeed │ │ └── WindSpeedInInnerMongolia.csv ├── dataoperator │ └── Dataset.py ├── evaluation │ ├── Draw.py │ ├── Evaluation.py │ └── __init__.py ├── exe │ ├── Main.py │ └── __init__.py ├── model │ ├── Generator.py │ ├── LossFunction.py │ ├── __init__.py │ ├── implModel │ │ ├── KernelDensityEstimation.py │ │ ├── ModelFactory.py │ │ └── __init__.py │ └── recurrent.py ├── plots │ └── 1566269863 │ │ ├── dataset_1_QRGRU_results.jpg │ │ ├── dataset_1_QRLSTM_results.jpg │ │ ├── dataset_1_QRMGM_period_100_pdf.jpg │ │ ├── dataset_1_QRMGM_period_125_pdf.jpg │ │ ├── dataset_1_QRMGM_period_150_pdf.jpg │ │ ├── dataset_1_QRMGM_period_175_pdf.jpg │ │ ├── dataset_1_QRMGM_period_1_pdf.jpg │ │ ├── dataset_1_QRMGM_period_200_pdf.jpg │ │ ├── dataset_1_QRMGM_period_25_pdf.jpg │ │ ├── dataset_1_QRMGM_period_50_pdf.jpg │ │ ├── dataset_1_QRMGM_period_75_pdf.jpg │ │ ├── dataset_1_QRMGM_pit.jpg │ │ ├── dataset_1_QRMGM_results.jpg │ │ ├── dataset_1_QRNN_results.jpg │ │ ├── dataset_2_QRGRU_results.jpg │ │ ├── dataset_2_QRLSTM_results.jpg │ │ ├── dataset_2_QRMGM_period_100_pdf.jpg │ │ ├── dataset_2_QRMGM_period_125_pdf.jpg │ │ ├── dataset_2_QRMGM_period_150_pdf.jpg │ │ ├── dataset_2_QRMGM_period_175_pdf.jpg │ │ ├── dataset_2_QRMGM_period_1_pdf.jpg │ │ ├── dataset_2_QRMGM_period_200_pdf.jpg │ │ ├── dataset_2_QRMGM_period_25_pdf.jpg │ │ ├── dataset_2_QRMGM_period_50_pdf.jpg │ │ ├── dataset_2_QRMGM_period_75_pdf.jpg │ │ ├── dataset_2_QRMGM_pit.jpg │ │ ├── dataset_2_QRMGM_results.jpg │ │ ├── dataset_2_QRNN_results.jpg │ │ ├── dataset_3_QRGRU_results.jpg │ │ ├── dataset_3_QRLSTM_results.jpg │ │ ├── dataset_3_QRMGM_period_100_pdf.jpg │ │ ├── dataset_3_QRMGM_period_150_pdf.jpg │ │ ├── dataset_3_QRMGM_period_1_pdf.jpg │ │ ├── dataset_3_QRMGM_period_200_pdf.jpg │ │ ├── dataset_3_QRMGM_period_250_pdf.jpg │ │ ├── dataset_3_QRMGM_period_300_pdf.jpg │ │ ├── dataset_3_QRMGM_period_350_pdf.jpg │ │ ├── dataset_3_QRMGM_period_400_pdf.jpg │ │ ├── dataset_3_QRMGM_period_50_pdf.jpg │ │ ├── dataset_3_QRMGM_pit.jpg │ │ ├── dataset_3_QRMGM_results.jpg │ │ ├── dataset_3_QRNN_results.jpg │ │ ├── dataset_4_QRGRU_results.jpg │ │ ├── dataset_4_QRLSTM_results.jpg │ │ ├── dataset_4_QRMGM_period_125_pdf.jpg │ │ ├── dataset_4_QRMGM_period_188_pdf.jpg │ │ ├── dataset_4_QRMGM_period_1_pdf.jpg │ │ ├── dataset_4_QRMGM_period_250_pdf.jpg │ │ ├── dataset_4_QRMGM_period_313_pdf.jpg │ │ ├── dataset_4_QRMGM_period_375_pdf.jpg │ │ ├── dataset_4_QRMGM_period_438_pdf.jpg │ │ ├── dataset_4_QRMGM_period_500_pdf.jpg │ │ ├── dataset_4_QRMGM_period_63_pdf.jpg │ │ ├── dataset_4_QRMGM_pit.jpg │ │ ├── dataset_4_QRMGM_results.jpg │ │ └── dataset_4_QRNN_results.jpg └── results │ └── 1566269863 │ ├── dataset_1_results_1566269863.xlsx │ ├── dataset_2_results_1566269863.xlsx │ ├── dataset_3_results_1566269863.xlsx │ ├── dataset_4_results_1566269863.xlsx │ ├── metrics_dataset_1_1566269863.xlsx │ ├── metrics_dataset_2_1566269863.xlsx │ ├── metrics_dataset_3_1566269863.xlsx │ └── metrics_dataset_4_1566269863.xlsx ├── README.md └── Wind Speed Forecasting based on Quantile Regression Minimal Gated Memory Network and Kernel Density Estimation.pdf /QRMGM_KDE/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tony-psq/QRMGM_KDE/HEAD/QRMGM_KDE/__init__.py -------------------------------------------------------------------------------- /QRMGM_KDE/data/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tony-psq/QRMGM_KDE/HEAD/QRMGM_KDE/data/__init__.py -------------------------------------------------------------------------------- /QRMGM_KDE/data/windspeed/WindSpeedInInnerMongolia.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tony-psq/QRMGM_KDE/HEAD/QRMGM_KDE/data/windspeed/WindSpeedInInnerMongolia.csv 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