Alternatives and similar repositories for LSTM-and-GRU-Time-Series-Forecasting:

Users that are interested in LSTM-and-GRU-Time-Series-Forecasting are comparing it to the libraries listed below

• Zee05 / JSE-Stock-Market-Returns-Prediction-Using-Multivariate-Time-Series-Data
  An application of Multilayer Perceptron, Random Forest Regression and Recurrent Neural Networks (LSTM)
  ☆14Updated 3 years ago
• sarikayamehmet / cnn-bilstm-attention
  Multivariate Time Series Prediction using Keras (CNN BiLSTM Attention)
  ☆86Updated 4 years ago
• CapWidow / W-Transformer
  ☆30Updated 2 years ago
• ashrafalaghbari / GA-TCN-LSTM
  An Ensemble DL Model Tuned with Genetic Algorithm for Oil Production Forecasting.
  ☆68Updated last year
• momodagithub / regression-prediction-algorithms
  使用支持向量机、弹性网络、随机森林、LSTM、SARIMA等多种算法进行时间序列的回归预测，除此以外还采取了多种组合方法对以上算法输出的结果进行组合预测。Support vector machine, elastic network, random forest, LSTM…
  ☆46Updated 4 years ago
• asurazl / EMD_BiLSTM
  Air Quality Predictions with a Semi-Supervised Bidirectional LSTM Neural Network
  ☆23Updated 3 years ago
• slaweks17 / ES-dRNN
  Short Term Load Forecasting with ES-dRNN
  ☆13Updated 2 years ago
• browngres / EMD-VMD-TCN
  EMD-VMD-TCN short-term load forecasting
  ☆13Updated last year
• Varat7v2 / STLF-BiLSTM-CNNBiLSTM
  Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM
  ☆32Updated 2 years ago
• OrigamiSL / GBT
  Source code of paper: GBT: Two-stage Transformer Framework for Non-stationary Time Series Forecasting.
  ☆40Updated last year
• davidanastasiu / dan
  ☆13Updated 3 months ago
• OrigamiSL / FPPformer
  Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer
  ☆12Updated last year
• ArcherCYM / CEEMDAN-LSTM
  Paper-Reproduce: (ESWA) Forecasting the realized volatility of stock price index: A hybrid model integrating CEEMDAN and LSTM
  ☆62Updated last year
• irenekarijadi / RF-LSTM-CEEMDAN
  Building energy consumption prediction using hybrid RF-LSTM based CEEMDAN method
  ☆32Updated 3 years ago
• GivyBoy / CEEMDAN-and-LSTM-CNN-CBAM
  This repo holds the implementation the paper 'Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM', by Yanh…
  ☆48Updated 2 years ago
• tony-psq / QRMGM_KDE
  A probabilistic forecasting method based on Quantile Regression Minimal Gated Memory Network and Kernel Density Estimation.
  ☆20Updated 5 years ago
• BatchClayderman / CEEMDAN-SE-GWO-LSTM
  ☆23Updated 3 months ago
• lpphd / multivariate-attention-tcn
  ☆94Updated 2 years ago
• RuichongWang / LSTM-with-Continuous-Wavelet-Transformation-in-Time-Series-Prediction
  ☆16Updated 3 years ago
• JeCase / LoadElectricity_Forecasting_CNN-BiLSTM-Attention
  Performed comparative analysis of BiLSTM, CNN-BiLSTM and CNN-BiLSTM with attention models for forecasting cases.
  ☆41Updated 2 years ago
• flaviagiammarino / deep-tcn-tensorflow
  TensorFlow implementation of DeepTCN model for probabilistic time series forecasting with temporal convolutional networks.
  ☆39Updated last year
• shrey920 / MultivariateTimeSeriesForecasting
  This project is an implementation of the paper Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks. The model LSTNe…
  ☆17Updated 5 years ago
• Schichael / TCN_Seq2Seq
  TCN-based sequence-to-sequence model for time series forecasting.
  ☆32Updated 2 years ago
• xun468 / Time-GNN
  Time-series forecasting with GNNs
  ☆35Updated last year
• WY-Lan / TSA-LSTM-and-PSO-LSTM
  Tree seed algorithm and Particle Swarm algorithm are used for searching the LSTM hyper parameters
  ☆10Updated 2 years ago
• zhz17 / pytorch_pso_lstm_timeseries
  ☆16Updated 2 years ago
• sm823zw / Stock-Market-Index-Prediction
  This repo deals with time series prediction using LSTMs. An encoder-decoder architecture was used for this purpose. A dual-stage attentio…
  ☆24Updated 3 years ago
• Suzzanemansi / EMD-LSTM-MLP
  To increase the prediction accuracy by using EMD with LSTM an MLP networks.
  ☆13Updated 4 years ago
• ru0nan / Queuing-system-optimization
  GA，PSO，LSTM...
  ☆25Updated 6 years ago
• Ray-0403 / superblack.github.io
  A novel time series forecasting model, called CEEMDAN-TCN.
  ☆11Updated 3 years ago