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7 stars written in Python
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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 l…

Python 278 51 Updated Oct 26, 2021

Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer

Python 73 8 Updated Jun 19, 2023

Evolutionary Neural Architecture Search on Transformers for RUL Prediction

Python 48 7 Updated Apr 18, 2023

Implementation of GCU-Transformer for RUL Prediction on CMAPSS

Python 40 2 Updated Apr 14, 2025

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 l…

Python 24 1 Updated Jan 7, 2023
Python 12 2 Updated Oct 17, 2023

using transformer for time serial to create a model (forecasting next x bars) . applying knowledge distillation to get features extraction fine tuning pre-trained model with the trading pair creati…

Python 7 Updated May 23, 2025