This is a warehouse for TimeSeries-pytorch-models, can be used to train your dataset
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Nov 8, 2023 - Shell
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timesnet
Here are 7 public repositories matching this topic...
FFT-guided period selection + 2D Inception CNN + embedding-aware adaptive probabilistic head for multivariate time-series forecasting.
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Feb 16, 2026 - Python
Deep learning models for classifying powder materials using multi-wavelength optical scattering signals. Achieves 99% accuracy with TimesNet on RGB light scattering time series.
deep-learning pytorch transformer lstm attention-mechanism mamba time-series-classification particle-classification timesnet optical-sensing
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Apr 18, 2026 - Python
💸계절성 있는 시계열 데이터 기반 기업 미래 매출 예측하기
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Jan 13, 2026 - Jupyter Notebook
lightweight redesign of TimesNet for efficient multi-horizon times-series forescasting
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Aug 17, 2026 - Python
A GMM-routed hard Mixture-of-Experts architecture using specialised TimesNet models for operating-state-aware centrifugal pump anomaly detection.
deep-learning pytorch sensor-data time-series-analysis anomaly-detection predictive-maintenance condition-monitoring industrial-ai centrifugal-pump timesnet
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Sep 20, 2026 - Python
Research framework for deep sequence modeling of high-frequency financial time series using TimesNet and related architectures on 5-minute XAUUSD data.
time-series-prediction deep-learning-models sequence-modeling financial-machine-learning financial-time-series timesnet patchtst xauusd-trading
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Sep 17, 2026 - Python
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