Alternatives and similar repositories for data-driven-predictive-maintenance

Users that are interested in data-driven-predictive-maintenance are comparing it to the libraries listed below

• nagdevAmruthnath / Predictive-Maintenance
  A notebook tutorial series for performing predictive maintenance using machine learning
  ☆151Updated 5 years ago
• makinarocks / awesome-industrial-machine-datasets
  ☆523Updated 6 years ago
• imrahulr / Pred-Maintenance-Siemens
  Predictive Maintenance System for Digital Factory Automation
  ☆44Updated 6 years ago
• milank94 / motor-fault-classification
  The following is a machine learning project to classify induction motor fault modes.
  ☆33Updated 3 years ago
• lestercardoz11 / fault-detection-for-predictive-maintenance-in-industry-4.0
  This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.
  ☆135Updated 4 years ago
• rupambhattacharya / Predictive-Maintenance
  Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets
  ☆29Updated 7 years ago
• limingwu8 / Predictive-Maintenance
  time-series prediction for predictive maintenance
  ☆51Updated 6 years ago
• mdabashar / TAnoGAN
  ☆66Updated 4 years ago
• junkwhinger / grad_cam
  ☆25Updated 7 years ago
• freedombenLiu / RNN-Time-series-Anomaly-Detection
  ☆20Updated 6 years ago
• yjucho1 / anoGAN
  anomaly detection with GAN
  ☆95Updated 7 years ago
• ds-academy / TadGAN
  TadGAN for T.F 2.0
  ☆29Updated 3 years ago
• redone17 / deep-sensor
  A deep learning framework for fault diagnositcs with PyTorch
  ☆50Updated 5 years ago
• Apress / beginning-anomaly-detection-using-python-based-dl
  Source Code for 'Beginning Anomaly Detection Using Python-Based Deep Learning' by Sridhar Alla and Suman Kalyan Adari
  ☆84Updated 5 years ago
• PHME-Datachallenge / Data-Challenge-2021
  ☆22Updated 3 years ago
• cran2367 / lstm_autoencoder_classifier
  An LSTM Autoencoder for rare event classification
  ☆105Updated 5 years ago
• BLarzalere / LSTM-Autoencoder-for-Anomaly-Detection
  AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow
  ☆217Updated 5 years ago
• intel-iot-devkit / predictive-maintenance-python
  ☆46Updated 2 years ago
• ashishpatel26 / Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy
  Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy
  ☆126Updated 7 years ago
• cran2367 / autoencoder_classifier
  Autoencoder model for rare event classification
  ☆105Updated 6 years ago
• jeanjerome / semisupervised_timeseries_infogan
  A tensorflow implementation of informative generative adversarial network (InfoGAN ) to one dimensional ( 1D ) time series data with a su…
  ☆29Updated 6 years ago
• Kyushik / Generative-Model
  Repository for implementation of generative models with Tensorflow 1.x
  ☆72Updated 5 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…
  ☆123Updated 8 years ago
• mapr-demos / predictive-maintenance
  Demonstration of MapR for Industrial IoT
  ☆114Updated 2 years ago
• mksadoughi / pybearing
  A python toolkit for bearing fault detection using deep learning
  ☆20Updated 6 years ago
• YeongHyeon / FARED_for_Anomaly_Detection
  Official source code of "Fast Adaptive RNN Encoder-Decoder for Anomaly Detection in SMD Assembly Machine"
  ☆17Updated 4 years ago
• Azure / lstms_for_predictive_maintenance
  LSTMS for Predictive Maintenance
  ☆337Updated 8 years ago
• otenim / AnomalyDetectionUsingAutoencoder
  Anomaly detection using Autoencoder implemented with Keras 2.
  ☆69Updated 6 years ago
• ilguyi / gans.tensorflow.v2
  ☆30Updated 6 years ago
• deep-diver / DeepModels
  TensorFlow Implementation of state-of-the-art models since 2012
  ☆37Updated 2 years ago