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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 151 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 336 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 43 6

5. MambaStock MambaStock Public

   MambaStock: Selective state space model for stock prediction

   Python 146 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 75 7