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Deep-Learning-Based-State-Estimation
Deep-Learning-Based-State-Estimation PublicIncorporating Transformer and LSTM to Kalman Filter with EM algorithm
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GNN-for-text-classification
GNN-for-text-classification PublicGraph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification
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Attention-CLX-stock-prediction
Attention-CLX-stock-prediction PublicAttention-based CNN-LSTM and XGBoost hybrid model for stock prediction
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Raman-Spectra-Deep-Learning
Raman-Spectra-Deep-Learning PublicPyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning
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MambaStock
MambaStock PublicMambaStock: Selective state space model for stock prediction
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MambaLithium
MambaLithium PublicMambaLithium: Selective state space model for remaining-useful-life, state-of-health, and state-of-charge estimation of lithium-ion batteries
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