fortuneSuyue / CNN-BiGRU-AM
This repository includes code for the paper: Lithology Identification Based on One-dimensional Convolutional Neural Network and Recurrent Neural Network with Attention Mechanism.
☆12Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for CNN-BiGRU-AM
- A novel time series forecasting model, called CEEMDAN-TCN.☆11Updated 2 years ago
- LSTM Auto-Encoder (LSTM-AE) implementation in Pytorch☆64Updated 3 years ago
- Multivariate Time Series Prediction using Keras (CNN BiLSTM Attention)☆70Updated 4 years ago
- CSDN中的代码 在github中建立仓库存储☆26Updated last year
- Binary Time Series Classification using two different approaches: LSTM with Dropout and LSTM with Attention.☆13Updated 4 years ago
- ☆22Updated 2 months ago
- Air Quality Predictions with a Semi-Supervised Bidirectional LSTM Neural Network☆21Updated 3 years ago
- CNN with attention and CNN_LSTM_attention(pytorch)☆18Updated 4 years ago
- This repo holds the implementation the paper 'Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM', by Yanh …☆44Updated 2 years ago
- Implementation of 2 VAE architectures with LSTM and GRU for anomaly detection on sequential data☆20Updated 2 years ago
- CNN+LSTM+Attention predict stock☆37Updated 2 years ago
- for de-noising☆30Updated 7 years ago
- ☆26Updated last year
- An Ensemble DL Model Tuned with Genetic Algorithm for Oil Production Forecasting.☆57Updated last year
- A transformer guided GAN to generate synthetic time-series data.☆26Updated 2 years ago
- EEMD、LSTM、time series prediction、DO、Deep Learning☆81Updated 3 years ago
- 基于VMD-Attention-LSTM的时间序列预测模型(代码仅使用了一个较小数据集的训练及预测,内含使用使用逻辑,适合初学者观看,模型结构是可行的,有能力的请尝试使用更大的数据集训练)☆43Updated last year
- 利用各种循环网络进行回归拟合,包括rnn,lstm,nlstm,bilstm☆22Updated 4 years ago
- CEEMDAN-VMD-LSTM Forecasting model (a light version of CEEMDAN_LSTM)☆78Updated 2 years ago
- 异常检测算法☆14Updated last year
- Time series missing data imputation with Temporal Convolutional Denoising Autoencoder☆18Updated 3 months ago
- ☆50Updated last year
- Function for decomposing a signal according to the Multivariate Variational Mode Decomposition in Pytorch☆16Updated last year
- A simple program to implement the Symplectic geometry mode decomposition (SGMD), including python and matlab versions.☆22Updated last year
- EMD-VMD-TCN short-term load forecasting☆12Updated last year
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆44Updated 5 months ago
- ☆90Updated last year
- CNN+LSTM+Attention实现时间序列预测☆32Updated 5 months ago
- MD,LSTM-AE,VAE-MAD-GAN☆28Updated 3 years ago