ZongXR / Baidu_KDD_CUP_2022Links
Spatial Dynamic Wind Power Forecasting. This task has practical importance for the utilization of wind energy. Participants are expected to accurately estimate the wind power supply of a wind farm.
☆16Updated 3 years ago
Alternatives and similar repositories for Baidu_KDD_CUP_2022
Users that are interested in Baidu_KDD_CUP_2022 are comparing it to the libraries listed below
Sorting:
- KDDCUP2022 Spatial Dynamic Wind Power Forecasting Paddle Track Sixth Place Solution☆24Updated 3 years ago
- KDDCUP2022 WPF Competition☆12Updated 3 years ago
- [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022☆59Updated 2 years ago
- wind_power_forecast☆37Updated 3 years ago
- Code for Deep Spatio Temporal Wind Power Forecasting☆51Updated 3 years ago
- KDD Cup 2022 spatial dynamic wind power forecast challenge solution.☆92Updated 3 years ago
- Codes for kddcup2022☆18Updated 3 years ago
- ☆23Updated 3 years ago
- Spatiotemporal Attention Networks for Wind Power Forecasting☆77Updated 6 years ago
- A combined LSTM and LightGBM framework for improving deterministic and probabilistic wind energy forecasting☆35Updated 5 years ago
- ☆20Updated 2 years ago
- Codes for "Deep Concatenated Residual Network with Bidirectional LSTM for Short-term Wind Power Forecasting" by Min-seung Ko☆31Updated 4 years ago
- 3rd Place Solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting☆130Updated 2 years ago
- ☆45Updated 2 months ago
- KDD 2022☆11Updated 10 months ago
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆32Updated last year
- ☆27Updated 3 months ago
- Code for our SIGKDD'25 paper BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models.☆24Updated 4 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆185Updated 9 months 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，…☆23Updated last year
- for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…☆38Updated 2 years ago
- A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting☆49Updated last year
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆93Updated last year
- Code for paper "Sparse Variational Gaussian Process based Day-ahead Probabilistic Wind Power Forecasting", IEEE Transactions on Sustaina…☆23Updated last year
- This project implements a bagging based spatio-temporal regression model for wind power forecasting.☆13Updated 7 years ago
- ☆18Updated 9 months ago
- This repository includes the code for the paper titled as "Multi-Resolution, Multi-Horizon Distributed Solar PV Power Forecasting with Fo…☆15Updated 3 years ago
- ☆100Updated 3 years ago
- Code for DiffSTG☆77Updated last year
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated 2 years ago