Zzz212zzZ / china-software-cupLinks
🌪️Aeolus WindTech: A China Software Cup Innovation - This state-of-the-art wind power prediction system, developed by the Invincible Fried Chicken Team, leverages advanced machine learning to redefine accuracy in wind energy forecasting.
☆21Updated last year
Alternatives and similar repositories for china-software-cup
Users that are interested in china-software-cup are comparing it to the libraries listed below
Sorting:
- 双塔模型,打比赛用。解决多维时间序列的分类预测任务☆32Updated 2 years ago
- Repo allows users to test different DL archictectures when applied to time series forecasting of weather data (TCN, LSTM, BiLSTM, GRU, Bi…☆11Updated 3 months ago
- ☆57Updated 7 months ago
- 2021年研究生数学建模竞赛B题,全国二等奖,空气质量预报二次建模,时间序列数据分析与回归预测。Time Series Prediction&Air Quality Prediction.☆36Updated 3 years ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆172Updated last year
- ☆221Updated 10 months ago
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆60Updated 4 months ago
- 基于 LSTM 循环神经网络的电力系统负荷预测分析。建立 CART 回归树以及 LSTM 模型对该地区未来 10 天间隔 15 分钟负荷以及未来 3 个月负荷最大最小值进行预测。将行业数据分为大工业用电最大值、大工业用电最小 值;非普工业最大值、非普工业最小值;普通工业最大…☆36Updated 2 years ago
- 利用transformer进行时间序列预 测☆31Updated 2 years ago
- 使用PYTorch框架建立的一个简单的LSTM模型来进行电力负荷预测☆43Updated last year
- [ICML2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"☆73Updated 2 months ago
- PyTorch implementation of AirFormer, AAAI-23☆135Updated 2 years ago
- 通过修改transformer使其可以预测金融时间序列☆35Updated 4 years ago
- 这里用来存储做人工智能项目的代码和参加数据挖掘比赛的代码☆100Updated 3 months ago
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆52Updated last year
- ☆58Updated 4 months ago
- [AAAI 2025] Official implementation of "TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment"☆75Updated 3 weeks ago
- 汇总并分享一些适用于本科生(大一~大四)+硕士/直博一年级的同学想要开始学习深度学习进行【比赛 (数学建模、数据挖掘竞赛、AI类竞赛等等) + 发论文+ 起步科研】的资料/资源总结☆25Updated 7 months ago
- Air pollution prediction based on improved Informer model: a case study applied to the Yan'an city of China☆14Updated last year
- Inferencing 'PatchTST' and 'Informer' to harness the power of transformers for multivariate 'long sequence time-series forecasting' (LSTF…☆17Updated last year
- 多变量时序预测transformer☆16Updated 2 years ago
- Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".☆70Updated last year
- 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)☆61Updated 2 years ago
- ☆52Updated 10 months ago
- [ICML 2025] Official PyTorch implementation of the paper: TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Seri…☆74Updated last month
- 使用ARIMA,Transformer,LSTM 对心跳时间序列数据进行预测☆17Updated last year
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆92Updated 10 months ago
- Time series forecasting especially in LSTF compare,include Informer, Autoformer, Reformer, Pyraformer, FEDformer, Transformer, MTGNN, LST…☆118Updated 2 years ago
- 多元多步时间序列的LSTM模型预测——基于Keras☆80Updated 3 years ago
- About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚☆142Updated last year