telemanom
by khundman (personal account)
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions. (description from the project’s GitHub page)
Repository facts
- Stars
- 1,201
- Forks
- 270
- Open issues and pull requests
- 20
- Primary language
- Jupyter Notebook
- License
- Other license
- Owner
- khundman · Personal account
- Created
- Jun 1, 2018
- Last push
- Jan 17, 2025
Topics
Related projects
Projects that share this one’s GitHub topics.
Rank 7,476: drawbridge/keras-mmoe
A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)
737 starsPythonMITLast push Mar 25, 2023
Rank 2,247: guillaume-chevalier/LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Che…
3,487 starsJupyter NotebookMITLast push Nov 6, 2022
Rank 3,266: AIStream-Peelout/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
2,305 starsPythonGPL-3.0Last push Oct 12, 2026
Rank 8,806: aqibsaeed/Multilabel-timeseries-classification-with-LSTM
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
572 starsJupyter NotebookApache-2.0Last push Apr 18, 2017
Rank 8,612: curiousily/Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras
iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data
591 starsJupyter NotebookMITLast push Jun 28, 2019
Rank 2,724: jisungk/deepjazz
Deep learning driven jazz generation using Keras & Theano!
2,895 starsPythonApache-2.0Last push Mar 19, 2026