mohyunho

N-CMAPSS_DL

N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)

NAS_transformer

Evolutionary Neural Architecture Search on Transformers for RUL Prediction

ENAS-PdM

Evolutionary Neural Architecture Search for Remaining Useful Life Prediction

TL_RUL

Application of Transfer Learning for RUL Prediction

MOO_ELM

Multi-Objective Optimization of ELM for RUL Prediction

NAS_convELM

Evolutionary optimization of convolutional ELM for remaining useful life prediction

ACC_NAS

Accelerating multi-objective neural architecture search for remaining useful life prediction

DAST

The code of DAST

deepar

Tensorflow implementation of Amazon DeepAR

evotorch

EvoTorch is an advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

NAS-Bench-360

Introducing diverse tasks for NAS

nsga-net

NSGA-Net, a Neural Architecture Search Algorithm

phocnet