Alternatives and similar repositories for time-series-classification:

Users that are interested in time-series-classification are comparing it to the libraries listed below

• mehak25 / BiGAN
  ☆13Updated 3 years ago
• browngres / EMD-VMD-TCN
  EMD-VMD-TCN short-term load forecasting
  ☆13Updated last year
• Ray-0403 / superblack.github.io
  A novel time series forecasting model, called CEEMDAN-TCN.
  ☆11Updated 3 years ago
• lpphd / multivariate-attention-tcn
  ☆93Updated 2 years ago
• zhangjy113 / DAE_impute
  Time series missing data imputation with Temporal Convolutional Denoising Autoencoder
  ☆18Updated 8 months ago
• vighnesh-21 / Traffic-Forecasting-using-Graph-Convolution-LSTM-model
  Traffic Forecasting using Graph Convolution + LSTM model is a ML model developed during the learning process of GCN. The primary soorce o…
  ☆25Updated 4 years ago
• sarikayamehmet / cnn-bilstm-attention
  Multivariate Time Series Prediction using Keras (CNN BiLSTM Attention)
  ☆85Updated 4 years ago
• Atrin78 / Attention-based-Time-Series-Generation
  A transformer guided GAN to generate synthetic time-series data.
  ☆32Updated 3 years ago
• EnowshWong / Multi-step_Multivariate_Time_Series_Prediction
  ☆18Updated 6 years ago
• irenekarijadi / RF-LSTM-CEEMDAN
  Building energy consumption prediction using hybrid RF-LSTM based CEEMDAN method
  ☆32Updated 3 years ago
• StoicGilgamesh / LSTM-GAN-
  The LSTM GAN model can be used for generation of synthetic multi-dimension time series data.
  ☆39Updated 6 years ago
• min-gyu-kang / Anomaly_Detection
  MD,LSTM-AE,VAE-MAD-GAN
  ☆30Updated 3 years ago
• asurazl / EMD_BiLSTM
  Air Quality Predictions with a Semi-Supervised Bidirectional LSTM Neural Network
  ☆23Updated 3 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
• LiYouru0228 / EA-LSTM
  EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction
  ☆38Updated 6 years ago
• yaroslavmavliutov / Time_series_Prediction-Anomaly-detection_V-AE-LSTM
  ☆10Updated 4 years ago
• SophiaWJ / Transfer-learning
  Transfer Knowledge Learned from Multiple Domains for Time-series Data Prediction
  ☆11Updated 6 years ago
• rootofdata / LSTM-AE_for_Unsupervised_Outlier_Detection
  an innovative framework for indoor air quality outlier detection, comprising three modules: LSTM-AE-based reconstruction error detector, …
  ☆21Updated last year
• kaelzhang / DA-RNN-in-Tensorflow-2-and-PyTorch
  A Tensorflow 2 (Keras) implementation of DA-RNN (A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction, arXiv:…
  ☆32Updated 11 months ago
• fortuneSuyue / CNN-BiGRU-AM
  This repository includes code for the paper: Lithology Identification Based on One-dimensional Convolutional Neural Network and Recurrent…
  ☆14Updated 2 years ago
• ashrafalaghbari / GA-TCN-LSTM
  An Ensemble DL Model Tuned with Genetic Algorithm for Oil Production Forecasting.
  ☆67Updated last year
• flaviagiammarino / deep-tcn-tensorflow
  TensorFlow implementation of DeepTCN model for probabilistic time series forecasting with temporal convolutional networks.
  ☆39Updated 11 months ago
• Suzzanemansi / EMD-LSTM-MLP
  To increase the prediction accuracy by using EMD with LSTM an MLP networks.
  ☆12Updated 4 years ago
• UalwaysKnow / time-series-prediction-with-gan
  stock forecasting with sentiment variables(with lstm as generator and mlp as discriminator)
  ☆35Updated 5 years ago
• takumiw / Time-Series-Demand-Forecasting
  Time-series demand forecasting is constructed by using LSTM, GRU, LSTM with seq2seq architecture, and prophet models.
  ☆30Updated 4 years ago
• paudelprabesh / Hyperparameter-Tuning-In-LSTM-Network
  Hyperparameter Tuning in LSTM using Genetic Algorithm, Bayesian Optimization, Random Search, Grid Search.
  ☆31Updated 3 years ago
• georgezefko / Anomaly-Detection-for-Sequential-Data
  Implementation of 2 VAE architectures with LSTM and GRU for anomaly detection on sequential data
  ☆23Updated 3 years ago
• chyaou / VMD-CNN-LSTM-AM-wind-power-forecast
  ☆34Updated 2 years ago
• Varat7v2 / STLF-BiLSTM-CNNBiLSTM
  Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM
  ☆31Updated 2 years ago