Alternatives and similar repositories for Wind-Speed-Prediction

Users that are interested in Wind-Speed-Prediction are comparing it to the libraries listed below

• MinNamgung / sa_convlstm
  Base-line model
  ☆17Updated 3 years ago
• sharmamayank1741 / Wind-Speed-Prediction-using-Time-Series-Analysis
  Wind Speed Prediction using LSTM
  ☆13Updated 5 years ago
• jerrywn121 / TianChi_AIEarth
  TianChi AIEarth Contest Solution
  ☆79Updated 3 years ago
• RobinLuoNanjing / air_pollutants_prediction_lstm
  This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGB…
  ☆145Updated 4 years ago
• leizhang-geo / ST-CausalConvNet
  A spatiotemporal causal convolutional network for predicting air pollution.
  ☆67Updated 3 years ago
• ArielDrabkin / Wind-Speed-Predictor
  CNN-LSTM based wind speed forecasting: This repo contains a project using IMS data to predict 24-hour wind speeds, enhancing wind energy …
  ☆11Updated last year
• jiangyuan-li / Deep-Spatio-Temporal
  Code for Deep Spatio Temporal Wind Power Forecasting
  ☆49Updated 3 years ago
• zamaex96 / Hybrid-CNN-LSTM-with-Spatial-Attention
  This documents the training and evaluation of a Hybrid CNN-LSTM Attention model for time series classification in a dataset. The model co…
  ☆23Updated 7 months ago
• xbfu / Spatiotemporal-Attention-Networks
  Spatiotemporal Attention Networks for Wind Power Forecasting
  ☆76Updated 5 years ago
• giserh / ConvLSTM-2
  Convolutional LSTM for Precipitation Nowcasting
  ☆58Updated 7 years ago
• msskx / TE-Informer
  Air pollution prediction based on improved Informer model: a case study applied to the Yan'an city of China
  ☆14Updated last year
• petrosDemetrakopoulos / LSTM-radar-precipitation-forecast
  A model for short-term precipitation forecasting based on radar data
  ☆67Updated last year
• TochusC / windpower-forecast-system
  [2024中国软件杯国家三等奖]TCN+LSTM+MLP实时风电预测网站。Realtime windpower forecast web system.
  ☆16Updated 3 months ago
• GMfatcat / ConvLSTM-CNN-for-tropical-cyclone
  Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity
  ☆39Updated 3 years ago
• rosehe1029 / MTSFtransformer
  多变量时序预测transformer
  ☆16Updated 2 years ago
• fengjiqiang / LSTM-Wind-Speed-Forecasting
  LSTM to predict wind speed
  ☆53Updated 4 years ago
• tsugumi-sys / SA-ConvLSTM-Pytorch
  Pytorch implementation of Self-Attention ConvLSTM
  ☆97Updated last year
• Mikubill / GAN-ConvLSTM
  GAN based ConvLSTM in precipitation prediction (Trial Version)
  ☆49Updated last year
• zjy8006 / DailyStreamflowForecastAutoReg
  Code repository for "Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forec…
  ☆16Updated 5 years ago
• nisyad / ConvLSTM-precipitation
  ConvLSTM for short-term precipitation forecasting.
  ☆22Updated 6 years ago
• cdzhang / wind_power_forecast
  wind_power_forecast
  ☆37Updated 3 years ago
• Xun-Zhu / weather2k
  ☆45Updated 3 weeks ago
• gaoruohan / DBN_predict_performance
  graduation design DBN + SVM
  ☆36Updated 6 years ago
• dscheepens / Deep-RNN-for-extreme-wind-speed-prediction
  Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…
  ☆14Updated last year
• THUzhangga / MovingMNIST
  Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.
  ☆12Updated 3 years ago
• tstanczyk95 / WeatherGCNet
  Spatiotemporal graph convolutional network for wind speed prediction.
  ☆38Updated 4 months ago
• avinashmnit30 / Wind-Power-Forecasting-BA
  This project implements a bagging based spatio-temporal regression model for wind power forecasting.
  ☆13Updated 7 years ago
• MahatmaSun1 / SaConvSLTM
  Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…
  ☆66Updated 4 years ago
• ChengqingYu / GAT-Informer
  This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.
  ☆18Updated 3 months ago
• sanshuishou / -VMD-Attention-LSTM-
  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）
  ☆63Updated 2 years ago