twairball / keras_lstm_vaeLinks
Keras implementation of LSTM Variational Autoencoder
☆229Updated 6 years ago
Alternatives and similar repositories for keras_lstm_vae
Users that are interested in keras_lstm_vae are comparing it to the libraries listed below
Sorting:
- Lstm variational auto-encoder for time series anomaly detection and features extraction☆338Updated 5 years ago
- TensorFlow LSTM-autoencoder implementation☆192Updated 8 years ago
- Anomaly detection for temporal data using LSTMs☆227Updated 4 years ago
- Sequence-to-sequence autoencoder for unsupervised learning of nonlinear dynamics (Tensorflow).☆30Updated 4 years ago
- A combination of Autoencoder and Robust PCA☆188Updated last year
- Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification☆140Updated 6 years ago
- DAGMM Tensorflow implementation☆180Updated 2 years ago
- Outlier Detection for Time Series with Recurrent Autoencoder Ensembles☆75Updated 6 years ago
- Auto encoder for time series☆441Updated 6 years ago
- A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data.☆298Updated last year
- We used generative adversarial networks (GANs) to do anomaly detection for time series data.☆149Updated 7 years ago
- Transfer learning for time series classification☆382Updated 6 years ago
- Anomaly detection implemented in Keras☆376Updated 7 years ago
- Example code for neural-network-based anomaly detection of time-series data (uses LSTM)☆182Updated 8 years ago
- A set of utilities for writing and testing TensorFlow models☆81Updated 2 years ago
- Anomaly detection for streaming data using autoencoders☆204Updated 3 years ago
- My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection☆422Updated 3 years ago
- Text autoencoder with LSTMs☆262Updated 6 years ago
- Tensorflow Implementation of dagmm: Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection, Zong et al, 2018☆57Updated 7 years ago
- ☆117Updated 7 years ago
- An implementation of a sequence to sequence neural network using an encoder-decoder☆210Updated 6 years ago
- Stacked Denoising AutoEncoder☆80Updated 6 years ago
- Gated Recurrent Unit with a Decay mechanism for Multivariate Time Series with Missing Values☆121Updated 6 years ago
- ☆151Updated 8 years ago
- Keras Implementation of adverserial autoencoder (AAE)☆55Updated 7 years ago
- ☆191Updated 8 years ago
- Recurrent (conditional) generative adversarial networks for generating real-valued time series data.☆656Updated 7 years ago
- Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based…☆129Updated 3 years ago
- An attempt to implement 'DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series'☆49Updated 5 years ago
- Data augmentation using synthetic data for time series classification with deep residual networks☆182Updated 7 years ago