WCCNet

Article title: Missing well log prediction using wavelet convolution and connection
Journal title: Computers and Geosciences

Usage

python+pytorch
GPU: RTX 3060 or 3060+

Installation

  pip install -r `requirement.txt`

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Quick Start

python run_log.py --data log1 --features M  --seq_len 48 --label_len 24 --pred_len 24 --hidden-size 4 --stacks 1 --levels 3 --lr 3e-3 --batch_size 8 --dropout 0.5 --model_name log1_M_I48_O24_lr3e-3_bs8_dp0.5_h4_s1l

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Acknowledgements

This code uses (TimesNet, SCINet) as baseline methods for comparison.