datawhalechina / time-series-learningLinks
天池”AI Earth“气象海洋预测竞赛的Topline学习教程
☆70Updated 3 years ago
Alternatives and similar repositories for time-series-learning
Users that are interested in time-series-learning are comparing it to the libraries listed below
Sorting:
- My Data Competition Solutions☆103Updated last year
- A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.☆36Updated 3 years ago
- My own study notes about artificial intelligence technology☆36Updated 3 years ago
- Z Lab数据实验室开源代码汇总☆208Updated last year
- 2020DCIC-智慧海洋建设算法赛方案分享,队伍名:抗毒救灾,成绩:初赛Rank7,复赛Rank12☆12Updated 5 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆42Updated 3 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- 气象数据预测☆39Updated 6 years ago
- 本赛题要求选手基于历史光伏发电数据、天气数据、光伏设备空间相对位置等信息,通过建立适当的模型,对未来一段时间内的光伏发电出力进行预测。A榜使用外部数据得分0.88501103804 排名32,未使用外部数据得分0.88042407737 ;B榜得分0.90467829011…☆31Updated last year
- This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGB…☆144Updated 4 years ago
- time series analysis models source code☆245Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆67Updated last year
- 数据预处理过程(属性选择, 异常值处理, 归一化, 标准化等)☆63Updated 5 years ago
- 时空预测模型PyTorch复现☆53Updated 2 years ago
- ☆148Updated 3 years ago
- 2021 “AI Earth”人工智能创新挑战赛 AI助力精准气象和海洋预测☆13Updated 4 years ago
- Base-line model☆17Updated 3 years ago
- ☆253Updated last year
- 包括决策树和随机森林进行离职人员预测,Xgboost和lightGBM的应用☆289Updated 5 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆184Updated 7 months ago
- A spatiotemporal causal convolutional network for predicting air pollution.☆67Updated 3 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- Machine learning competition solutions and tricks | 算法竞赛方案☆58Updated last month
- Codes for time series forecast☆146Updated 4 years ago
- 2019天池 全球城市计算AI挑战赛 (地铁流量预测)Top30☆11Updated 6 years ago
- ☆18Updated last year
- 如何使用ARIMA模型预测世界肺炎确诊人数?【时序数据预测】☆40Updated 5 years ago
- 从Convlstm2D的基础上改编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.☆34Updated 5 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting☆198Updated 2 months ago