- Pytorch और fastai पर आधारित
- classification, regression, forecasting, imputation जैसे टाइम सीरीज़ कार्यों पर केंद्रित
- उपलब्ध state-of-the-art मॉडल
- LSTM (Hochreiter, 1997)
- GRU (Cho, 2014)
- MLP - Multilayer Perceptron (Wang, 2016)
- FCN - Fully Convolutional Network (Wang, 2016)
- ResNet - Residual Network (Wang, 2016)
- LSTM-FCN (Karim, 2017)
- GRU-FCN (Elsayed, 2018)
- mWDN - Multilevel wavelet decomposition network (Wang, 2018)
- TCN - Temporal Convolutional Network (Bai, 2018)
- MLSTM-FCN - Multivariate LSTM-FCN (Karim, 2019)
- InceptionTime (Fawaz, 2019)
- Rocket (Dempster, 2019)
- XceptionTime (Rahimian, 2019)
- ResCNN - 1D-ResCNN (Zou , 2019)
- TabModel - fastai के TabularModel से संशोधित
- OmniScale - Omni-Scale 1D-CNN (Tang, 2020)
- TST - Time Series Transformer (Zerveas, 2020)
- TabTransformer (Huang, 2020)
- MiniRocket (Dempster, 2021)
- XCM - An Explainable Convolutional Neural Network (Fauvel, 2021)
- gMLP - Gated Multilayer Perceptron (Liu, 2021)
- GatedTabTransformer (Cholakov, 2022)
अभी कोई टिप्पणी नहीं है.