datawhalechina / time-series-learning
天池”AI Earth“气象海洋预测竞赛的Topline学习教程
☆64Updated 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
- My Data Competition Solutions☆101Updated last year
- A model for short-term precipitation forecasting based on radar data☆59Updated 6 months ago
- Base-line model☆16Updated 2 years ago
- A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.☆36Updated 2 years ago
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- 气象数据预测☆38Updated 5 years ago
- 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 4 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☆12Updated 3 years ago
- My own study notes about artificial intelligence technology☆36Updated 3 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆39Updated 2 years ago
- This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGB…☆139Updated 4 years ago
- Time Series Analysis Models Source Code with Deep Learning Algorithms☆236Updated 2 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Z Lab数据实验室开源代码汇总☆198Updated 7 months ago
- ☆12Updated last year
- 基于pytorch实现的时间序列预测训练框架,各个部分模块化,方便修改模型。包含时间序列预测模型、训练、验证、测试、wandb可视化、onnx导出、onnx推理、tensorrt导出、tensorrt推理。☆44Updated 3 weeks ago
- 时间序列分析的代码及简要说明☆17Updated 6 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆18Updated last year
- A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.☆61Updated 2 years ago
- wirte simple models by pytorch,such as lstm/gru/bilstm☆37Updated 2 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.☆33Updated 4 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆170Updated 2 weeks ago
- Forecasting sea surface temperatures of Pacific Ocean using ARIMA model in Python.☆11Updated 3 years ago
- 通过修改transformer使其可以预测金融时间序列☆32Updated 3 years ago
- ☆21Updated last year
- PyTorch implementation of AirFormer, AAAI-23☆122Updated 2 years ago
- 数据预处理过程(属性选择, 异常值处理, 归一化, 标准化等)☆60Updated 4 years ago
- 如何使用ARIMA模型预测世界肺炎确诊人数?【时序数据预测】☆41Updated 4 years ago