Alternatives and similar repositories for deep-learning-time-series-forecasting

Users that are interested in deep-learning-time-series-forecasting are comparing it to the libraries listed below

• radicali94 / TimeSeries-Regression
  Comparing XGBoost, CatBoost and LightGBM on TimeSeries Regression (RMSE, R2, AIC) on two different TimeSeries datasets.
  ☆23Updated 5 years ago
• JunqiLin / MultivariateTimeSeriesSimilarity
  Multivariate timeseries similarity compare, MTS, DTW, PCA, CPCA
  ☆27Updated 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
• BTDLOZC-SJTU / KDD-Cup2021-Multi-dataset-Time-Series-Anomaly-Detection
  Solution in KDD Cup2021 Multi-dataset Time Series Anomaly Detection Competition
  ☆10Updated 3 years ago
• bingblackbean / water_supply_network_pressure_pred_deepar
  use deepar to predict water supply network pressure
  ☆21Updated 4 years ago
• Albertsr / Machine-Learning
  LR / SVM / XGBoost / RandomForest etc.
  ☆28Updated 5 years ago
• LiamMaclean216 / Pytorch-Chatbot
  ☆18Updated 4 years ago
• julzerinos / python-fuzzy-cognitve-maps
  Using fuzzy cognitive maps for multivariate data forecasting in Python 3.8.
  ☆22Updated 4 years ago
• 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
• husnejahan / Temporal-CNN
  Probabilistic Forecasting with Temporal Convolutional Neural Network
  ☆11Updated 5 years ago
• amitesh863 / nbeats_forecast
  N-Beats library implementation
  ☆89Updated 3 years ago
• Luodian / Time-Series-Analysis
  2017-Summer-Term-Study
  ☆24Updated 7 years ago
• oubahe / TPA-LSTM
  Temporal Pattern Attention for Multivariate Time Series Forecasting
  ☆16Updated 4 years ago
• t-corato / GA-TCN
  Temporal Convolutional Neural Net for stock selection, using a Genetic Algorithm for feature selection
  ☆33Updated 4 years ago
• leferrad / pyoselm
  A Python implementation of Online Sequential Extreme Machine Learning (OS-ELM) for online machine learning
  ☆40Updated 10 months ago
• husnejahan / Multivariate-Time-series-Analysis-using-LSTM-ARIMA
  Multivariate Time series Analysis Using LSTM & ARIMA
  ☆37Updated 5 years ago
• 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 6 years ago
• huawei-noah / BHT-ARIMA
  Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)
  ☆107Updated 4 years ago
• ostadabbas / DSARF
  DSARF: Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting (AAAI2021)
  ☆24Updated 3 years ago
• pinlank / kdxf2019top2
  2019科大讯飞工程机械赛题-亚军
  ☆39Updated 5 years ago
• shashwattrivedi / TimeSeriesTransformerLSTM
  ☆26Updated 6 years ago
• xiaohangguo / Gated-Transformer
  双塔模型，打比赛用。解决多维时间序列的分类预测任务
  ☆32Updated 2 years ago
• iwuqing / Time-Series-Classification-based-on-KNN
  基于KNN聚类算法结合Dynamic Time Warping（动态时间调整）的时间序列分类
  ☆61Updated 5 years ago
• salmansust / TimeSeries-LSTM
  In this project I developed LSTM models for uni-variate , multivariate , multi-step time series forecasting.
  ☆11Updated 5 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
• akyadav26 / Time-Series-Forecast-with-Deep-Hybrid-Architecture
  Multivariate time-series forecasting with LSTNET and soft-DTW loss
  ☆30Updated 5 years ago
• rob-med / Everything-Shapelets
  This repo contains useful links to research papers and implementations of shapelets discovery/learning techniques from different sources.
  ☆19Updated 8 years ago
• weepon / feature_selection
  常用的特征选择方法
  ☆68Updated 2 years ago
• gk5894 / Time-series-forecasting-using-transformers
  ☆14Updated 6 years ago
• XAIseries / XCM
  XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification
  ☆49Updated 2 years ago