osmansa2's repositories
DAST
Dual-Aspect Self-Attention Based on Transformer for Remaining Useful Life Prediction
Language:Python000
DeepSSM_SysID
Official PyTorch implementation of "Deep State Space Models for Nonlinear System Identification", 2020.
Language:Python000
Informer2020
"Informer" accepted by AAAI 2021.
Language:PythonApache-2.0000
mlops-zoomcamp
Free MLOps course from DataTalks.Club
Language:Jupyter Notebook000
PyTorch-Transformer-for-RUL-Prediction
Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.
Language:PythonApache-2.0000
Language:Jupyter Notebook000
spacetimeformer
Multivariate Time Series Forecasting with efficient Transformers.
Language:PythonMIT000