suthels / OpenSourceLinks
群智能算法小狂人公众号开源的所有资源
☆29Updated 7 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☆104Updated 4 months ago
- CNN+LSTM+Attention实现时间序列预测☆62Updated last year
- This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Tempora…☆89Updated 5 months ago
- An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.☆24Updated 2 years ago
- multi-objective optimization, single-objective optimization and reinforcement learning in the field of ensemble learning and time series …☆25Updated 2 years ago
- A spatiotemporal causal convolutional network for predicting air pollution.☆70Updated 3 years ago
- 多变量时序预测transformer☆16Updated 3 years ago
- Air pollution prediction based on improved Informer model: a case study applied to the Yan'an city of China☆15Updated 2 years ago
- MFWPN☆27Updated last week
- 自己写的论文源码-ICEEMDAN-BiLSTM-ARIMA模型☆31Updated 2 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）☆67Updated 2 years ago
- ☆11Updated last year
- Ultra-short-term multi-step wind speed prediction for wind farms based on adaptive noise reduction technology and temporal convolutional …☆38Updated 2 years ago
- 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，…☆25Updated last year
- A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.☆89Updated last year
- ☆123Updated 3 years ago
- ☆30Updated last year
- Short-term Air Quality Prediction Based on EMD-Transformer-BiLSTM☆42Updated last year
- Comparing a Mamba model to a LSTM model for weather prediction timeseries data.☆19Updated 6 months ago
- 基于粒子群算法优化的BPNN和ElM对海浪高度的预测☆44Updated 3 years ago
- Code for Deep Spatio Temporal Wind Power Forecasting☆55Updated 3 years ago
- 风力发电非常环保，且风能蕴量巨大，因此日益受到世界各国的重视。但是对于实际采集 到的测风数据及功率数据都存在各种各样的问题，需要有准确的实测数据来分析风电特征及发电规律 而且从风场收集到的数据中通常包含异常数据点，造成计算机进行数据筛选和排序的速度比较慢，因此 需要可靠有…☆31Updated 4 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆107Updated last year
- a multivariate time series deep spatiotemporal forecasting model with graph neural network (MDST-GNN) is proposed to solve the existing …☆32Updated 3 years ago
- ☆39Updated 2 years ago
- Industrial process, Silicon content, molten iron quality (MIQ) prediction, soft sensor, deep learning, sintering process, blast furnace i…☆29Updated last year
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆49Updated last year
- Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)☆11Updated last year
- LSTM model for advanced prediction of variations in climate data☆21Updated 3 years ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆92Updated 8 months ago