DaoSword / Time-Series-Forecasting-and-Deep-Learning

Resources about time series forecasting and deep learning.
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Add papers #6

Closed 943fansi closed 1 year ago

943fansi commented 1 year ago
  1. Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series code https://github.com/DurstewitzLab/mmPLRNN
  2. Closed-Form Diffeomorphic Transformations for Time Series Alignment code https://github.com/imartinezl/difw
  3. Domain Adaptation for Time Series Forecasting via Attention Sharing code https://github.com/DMIRLAB-Group/SASA
  4. Learning of Cluster-based Feature Importance for Electronic Health Record Time-series code https://github.com/hrna-ox/camelot-icml
  5. Adaptive Conformal Predictions for Time Series code https://github.com/mzaffran/AdaptiveConformalPredictionsTimeSeries
  6. Utilizing Expert Features for Contrastive Learning of Time-Series Representations code https://github.com/boschresearch/expclr
  7. Modeling Irregular Time Series with Continuous Recurrent Units code https://github.com/boschresearch/Continuous-Recurrent-Units
DaoSword commented 1 year ago

7 papers added.