Alternatives and similar repositories for DTCR

Users that are interested in DTCR are comparing it to the libraries listed below

• qianlima-lab / DTCR
  The paper "Learning Representations for Time Series Clustering"
  ☆97Updated 4 years ago
• tungk / OED
  Outlier Detection for Time Series with Recurrent Autoencoder Ensembles
  ☆75Updated 6 years ago
• drzhang3 / DeepTimeSeriesModel
  A paper list for Time series modelling, including prediciton and anomaly detection
  ☆94Updated 5 years ago
• 7fantasysz / MSCRED
  Multi-Scale Convolutional Recurrent Encoder-Decoder
  ☆149Updated 5 years 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
• yantijin / Buzz
  Code for *Unsupervised Anomaly Detection for Intricate KPIs via Adversarial Training of VAE*
  ☆24Updated 6 years ago
• Luoyonghong / E2EGAN
  ☆85Updated 6 years ago
• vincent-leguen / STRIPE
  Code for our NeurIPS 2020 paper "Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity"
  ☆89Updated 4 years ago
• JacobWang95 / mWDN
  ☆52Updated 7 years ago
• qianlima-lab / TSN
  The paper "Triple-shapelet Networks for Time Series Classification"
  ☆15Updated 5 years ago
• SchindlerLiang / VAE-for-Anomaly-Detection
  MLP_VAE, Anomaly Detection, LSTM_VAE, Multivariate Time-Series Anomaly Detection, IndRNN_VAE, Tensorflow
  ☆123Updated 6 years ago
• KDD-OpenSource / agots
  Anomaly Generator on Time Series
  ☆55Updated 6 years ago
• Luoyonghong / Multivariate-Time-Series-Imputation-with-Generative-Adversarial-Networks
  NIPS2018 paper
  ☆194Updated 6 years ago
• NIPS-BRITS / BRITS
  ☆84Updated 3 years ago
• FlorentF9 / DeepTemporalClustering
  Keras implementation of the Deep Temporal Clustering (DTC) model
  ☆235Updated this week
• mangushev / mtad-tf
  Implementation of MTAD-TF: Multivariate Time Series Anomaly Detection Using the Combination of Temporal Pattern and Feature Pattern
  ☆16Updated 4 years ago
• IvanBongiorni / GAN-RNN_Timeseries-imputation
  Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
  ☆174Updated 3 years ago
• oneday88 / deepTCN
  ☆157Updated 4 years ago
• petecheng / Time2Graph
  Source codes for Time2Graph model.
  ☆134Updated 5 years ago
• caow13 / BRITS
  Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series
  ☆238Updated 6 years ago
• zwzhang123 / Awesome-of-Time-Series-Augmentation
  A curated list of time series augmentation resources.
  ☆65Updated 3 years ago
• petecheng / Time2GraphPlus
  Source codes for Time2Graph+ model.
  ☆35Updated 4 years ago
• LZhengyu / MSCRED
  Implementation of paper:A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
  ☆29Updated 5 years ago
• LauJohansson / AnomalyDetection_VAE_LSTM
  ☆34Updated 3 years ago
• smallGum / MLCNN-Multivariate-Time-Series
  Codes for Multi-Level Construal Neural Network framework
  ☆48Updated 5 years ago
• kdd2019-tapnet / tapnet
  Multivariate Time Series Classification Model with Attentional Prototype Network
  ☆44Updated 6 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
• bighuang624 / DSANet
  Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".
  ☆262Updated last year
• LiDan456 / GAN-AD
  We used generative adversarial networks (GANs) to do anomaly detection for time series data.
  ☆150Updated 6 years ago
• sanatonek / TNC_representation_learning
  ☆124Updated 3 years ago