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  1. Deep-Learning-Based-State-Estimation Deep-Learning-Based-State-Estimation Public

    Incorporating Transformer and LSTM to Kalman Filter with EM algorithm

    Python 153 27

  2. GNN-for-text-classification GNN-for-text-classification Public

    Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification

    Python 72 12

  3. Attention-CLX-stock-prediction Attention-CLX-stock-prediction Public

    Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction

    Python 340 77

  4. Raman-Spectra-Deep-Learning Raman-Spectra-Deep-Learning Public

    PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning

    Python 44 6

  5. MambaStock MambaStock Public

    MambaStock: Selective state space model for stock prediction

    Python 147 27

  6. MambaLithium MambaLithium Public

    MambaLithium: Selective state space model for remaining-useful-life, state-of-health, and state-of-charge estimation of lithium-ion batteries

    Python 76 7