suthels / OpenSourceLinks
群智能算法小狂人公众号开源的所有资源
☆29Updated 4 months ago
Alternatives and similar repositories for OpenSource
Users that are interested in OpenSource are comparing it to the libraries listed below
Sorting:
- 200多种算法大合集☆82Updated last month
- An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.☆23Updated 2 years ago
- CNN+LSTM+Attention实现时间序列预测☆60Updated last year
- a multivariate time series deep spatiotemporal forecasting model with graph neural network (MDST-GNN) is proposed to solve the existing …☆33Updated 3 years ago
- ☆29Updated last year
- A spatiotemporal causal convolutional network for predicting air pollution.☆67Updated 3 years ago
- 多变量时序预测transformer☆16Updated 2 years ago
- This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Tempora…☆65Updated 2 months ago
- Code Implement of A Data-driven Self-supervised LSTM-DeepFM Model for Industrial Soft Sensor☆29Updated 3 years ago
- Short-term Air Quality Prediction Based on EMD-Transformer-BiLSTM☆39Updated last year
- ☆10Updated last year
- ☆37Updated 2 years ago
- Ultra-short-term multi-step wind speed prediction for wind farms based on adaptive noise reduction technology and temporal convolutional …☆38Updated last year
- 本赛题要求选手基于风力海况气象数据、风机性能数据等,针对复杂多变气象和海况条件的深度耦合影响,提出海上风电出力预测模型,提升模型精度以及在工程应用中的可信度,为大规模风电接入下的能源安全可靠运行提供保障。A榜得分0.06490342,排名83;B榜得分0.06745705,…☆21Updated last year
- A simple program to implement the Symplectic geometry mode decomposition (SGMD), including python and matlab versions.☆25Updated 2 years ago
- [IEEE TCYB 2024] Diff-MTS: Temporal-Augmented Conditional Diffusion-Based AIGC for Industrial Time Series Toward the Large Model Era☆60Updated 8 months ago
- Air pollution prediction based on improved Informer model: a case study applied to the Yan'an city of China☆14Updated last year
- This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.☆18Updated 3 months ago
- A sequential combination of LSTM and MLP for the prediction of cutterhead torque for TBM.☆11Updated 4 years ago
- ☆14Updated 2 years ago
- Industrial process, Silicon content, molten iron quality (MIQ) prediction, soft sensor, deep learning, sintering process, blast furnace i…☆28Updated last year
- MFRFNN: Multi-Functional Recurrent Fuzzy Neural Network for Chaotic Time Series Prediction☆69Updated 3 years ago
- CEEMDAN-VMD-TCN-GRU&RF model☆13Updated last year
- Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)☆10Updated last year
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆54Updated last year
- ☆54Updated 4 months ago
- Deep Learning in Quantitative Finance: Transformer Networks for Time Series Prediction☆51Updated last year
- Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting (AAAI'21 Best Paper)☆27Updated last year
- LCDFormer☆10Updated last year
- ☆16Updated 3 years ago