Alternatives and similar repositories for LSTM-Autoencoders:

Users that are interested in LSTM-Autoencoders are comparing it to the libraries listed below

• TimyadNyda / Variational-Lstm-Autoencoder
  Lstm variational auto-encoder for time series anomaly detection and features extraction
  ☆320Updated 4 years ago
• BLarzalere / LSTM-Autoencoder-for-Anomaly-Detection
  AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow
  ☆200Updated 4 years ago
• swlee052 / deep-learning-time-series-anomaly-detection
  An attempt to implement 'DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series'
  ☆49Updated 4 years ago
• SchindlerLiang / VAE-for-Anomaly-Detection
  MLP_VAE, Anomaly Detection, LSTM_VAE, Multivariate Time-Series Anomaly Detection, IndRNN_VAE, Tensorflow
  ☆120Updated 6 years ago
• akash13singh / lstm_anomaly_thesis
  Anomaly detection for temporal data using LSTMs
  ☆224Updated 3 years ago
• LiDan456 / GAN-AD
  We used generative adversarial networks (GANs) to do anomaly detection for time series data.
  ☆148Updated 6 years ago
• KDD-OpenSource / DeepADoTS
  Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
  ☆580Updated 2 years ago
• LiDan456 / MAD-GANs
  Applied generative adversarial networks (GANs) to do anomaly detection for time series data
  ☆541Updated 5 years ago
• ZhouYuxuanYX / Unsupervised-Deep-Learning-Framework-for-Anomaly-Detection-in-Time-Series-
  Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based…
  ☆126Updated 2 years ago
• cran2367 / lstm_autoencoder_classifier
  An LSTM Autoencoder for rare event classification
  ☆108Updated 5 years ago
• tungk / OED
  Outlier Detection for Time Series with Recurrent Autoencoder Ensembles
  ☆72Updated 5 years ago
• wxdang / MSCRED
  tensorflow implement the paper A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
  ☆63Updated 5 years ago
• lin-shuyu / VAE-LSTM-for-anomaly-detection
  We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
  ☆502Updated 2 years ago
• chen0040 / keras-anomaly-detection
  Anomaly detection implemented in Keras
  ☆375Updated 6 years ago
• vincrichard / LSTM-AutoEncoder-Unsupervised-Anomaly-Detection
  University Project for Anomaly Detection on Time Series data
  ☆89Updated 9 months ago
• albertwujj / MSCRED
  Concise, modular implementation of Multi-Scale Convolutional Recurrent Encoder Decoder: https://arxiv.org/abs/1811.08055
  ☆29Updated 3 years ago
• 7fantasysz / MSCRED
  Multi-Scale Convolutional Recurrent Encoder-Decoder
  ☆144Updated 5 years ago
• tnakae / DAGMM
  DAGMM Tensorflow implementation
  ☆173Updated last year
• datamllab / pyodds
  An End-to-end Outlier Detection System
  ☆254Updated 2 years ago
• microsoft / anomalydetector
  SR-CNN
  ☆259Updated 2 years ago
• y-bar / ml-based-anomaly-detection
  Spectral Residual
  ☆79Updated 2 years ago
• aurotripathy / lstm-anomaly-detect
  Example code for neural-network-based anomaly detection of time-series data (uses LSTM)
  ☆176Updated 7 years ago
• drzhang3 / DeepTimeSeriesModel
  A paper list for Time series modelling, including prediciton and anomaly detection
  ☆92Updated 5 years ago
• manigalati / usad
  ☆227Updated last year
• mdabashar / TAnoGAN
  ☆64Updated 4 years ago
• NetManAIOps / KPI-Anomaly-Detection
  2018AIOps: The 1st match for AIOps
  ☆85Updated 2 years ago
• NetManAIOps / OmniAnomaly
  KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
  ☆778Updated last year
• titu1994 / MLSTM-FCN
  Multivariate LSTM Fully Convolutional Networks for Time Series Classification
  ☆505Updated 4 years ago
• Vicam / Unsupervised_Anomaly_Detection
  A Notebook where I implement differents anomaly detection algorithms on a simple exemple. The goal was just to understand how the differ…
  ☆122Updated 7 years ago
• arunppsg / TadGAN
  Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"
  ☆167Updated 3 years ago