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

• 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
  ☆63Updated 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
  ☆35Updated 3 years ago
• radicali94 / TimeSeries-Regression
  Comparing XGBoost, CatBoost and LightGBM on TimeSeries Regression (RMSE, R2, AIC) on two different TimeSeries datasets.
  ☆23Updated 6 years ago
• luanshiyinyang / Stacking
  机器学习集成模型之Stacking各类模型及工具源码
  ☆118Updated 5 years ago
• EthanChenYZ / Time-Series-Forecast
  Codes for time series forecast
  ☆145Updated 4 years ago
• zhangxu0307 / time-series-forecasting-keras
  time series forecasting using keras, inlcuding LSTM,RNN,MLP,GRU,SVR and multi-lag training and forecasting method, ICONIP2017 paper.
  ☆120Updated 6 years ago
• fitzgerald0 / time_series_data_mining
  TensorFlow Probability；Time series model
  ☆127Updated 3 years ago
• jia-zhuang / xgboost-lightgbm-hyperparameter-tuning
  Bayesian Optimization and Grid Search for xgboost/lightgbm
  ☆77Updated 8 months ago
• ZZUFaceBookDL / GTN
  ☆154Updated 2 years ago
• eliotwalt / gaf-cnn
  Multivariate timeseries to multivariate timeseries convolution regressor based on the article "Encoding Time Series as Images for Visual …
  ☆46Updated 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 5 years ago
• XinArkh / Industrial_BigData_Competition_2017
  2017工业大数据创新竞赛/风机叶片结冰预测大赛
  ☆48Updated 6 years ago
• takumiw / Time-Series-Demand-Forecasting
  Time-series demand forecasting is constructed by using LSTM, GRU, LSTM with seq2seq architecture, and prophet models.
  ☆32Updated 4 years ago
• hongyingyue / Competition-solutions
  Machine learning competition solutions and tricks | 算法竞赛方案
  ☆60Updated 3 months ago
• wxdang / MSCRED
  tensorflow implement the paper A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
  ☆64Updated 5 years ago
• yuchengle / Arima
  利用时间序列预测汽车销量
  ☆43Updated 6 years ago
• jsyoon0823 / Time-series-prediction
  Basic RNN, LSTM, GRU, and Attention for time-series prediction
  ☆180Updated last year
• shashwattrivedi / TimeSeriesTransformerLSTM
  ☆26Updated 6 years ago
• bingblackbean / water_supply_network_pressure_pred_deepar
  use deepar to predict water supply network pressure
  ☆21Updated 4 years ago
• manjimnav / Informer-Tensorflow
  ☆56Updated 4 years ago
• rogeroyer / feature_selection_GAAlgorithm
  基于遗传算法的特征选择
  ☆128Updated 5 years ago
• sarikayamehmet / cnn-bilstm-attention
  Multivariate Time Series Prediction using Keras (CNN BiLSTM Attention)
  ☆94Updated 4 years ago
• PracNeyman / TimeSeriesOutlierDetection
  时间序列异常检测
  ☆54Updated 6 years ago
• tranducquy / tcn-fx-price-prediction
  Forex Time-Series Prediction Using TCN
  ☆46Updated 6 years ago
• aflyingpig0226 / feature-engineering
  机器学习的特征工程，包括特征抽取、特征预处理、特征选择、特征降维。
  ☆25Updated 6 years ago
• JunqiLin / MultivariateTimeSeriesSimilarity
  Multivariate timeseries similarity compare, MTS, DTW, PCA, CPCA
  ☆28Updated 6 years ago
• zhaoyizhaoyi / icdm_wavelet_attention
  combine wavelet transform and attention mechanism for time series forecasting or classification
  ☆29Updated 7 years ago
• Lorne0 / LSTNet_keras
  Keras version of LSTNet
  ☆96Updated 6 years ago
• UalwaysKnow / time-series-prediction-with-gan
  stock forecasting with sentiment variables(with lstm as generator and mlp as discriminator)
  ☆36Updated 5 years ago
• albertogaspar / dts
  A Keras library for multi-step time-series forecasting.
  ☆185Updated 2 years ago