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
• rupambhattacharya / Predictive-Maintenance
  Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets
  ☆29Updated 7 years ago
• ds-academy / TadGAN
  TadGAN for T.F 2.0
  ☆29Updated 3 years ago
• intel-iot-devkit / predictive-maintenance-python
  ☆46Updated 2 years ago
• mdabashar / TAnoGAN
  ☆66Updated 4 years ago
• limingwu8 / Predictive-Maintenance
  time-series prediction for predictive maintenance
  ☆51Updated 6 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
• makinarocks / awesome-industrial-machine-datasets
  ☆532Updated 6 years ago
• junkwhinger / grad_cam
  ☆25Updated 7 years ago
• imrahulr / Pred-Maintenance-Siemens
  Predictive Maintenance System for Digital Factory Automation
  ☆45Updated 6 years ago
• cran2367 / autoencoder_classifier
  Autoencoder model for rare event classification
  ☆105Updated 6 years ago
• deep-diver / DeepModels
  TensorFlow Implementation of state-of-the-art models since 2012
  ☆37Updated 2 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.
  ☆138Updated 4 years ago
• milank94 / motor-fault-classification
  The following is a machine learning project to classify induction motor fault modes.
  ☆33Updated 3 years ago
• PHME-Datachallenge / Data-Challenge-2021
  ☆24Updated 4 years ago
• OpenXAIProject / PyConKorea2019-Tutorials
  Tutorials about Layer-wise Relevance Propagation (LRP) and SHapley Additive exPlanations (SHAP)
  ☆68Updated 3 years ago
• cran2367 / lstm_autoencoder_classifier
  An LSTM Autoencoder for rare event classification
  ☆106Updated 5 years ago
• yjucho1 / anoGAN
  anomaly detection with GAN
  ☆95Updated 7 years ago
• wshw4ng / TaPR
  Time-series Aware Precision and Recall for Evaluating Anomaly Detection Methods
  ☆17Updated 3 years ago
• BLarzalere / LSTM-Autoencoder-for-Anomaly-Detection
  AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow
  ☆220Updated 5 years ago
• tmheo / deep_learning_study
  A curated list of Deep Learning
  ☆135Updated 2 years ago
• freedombenLiu / RNN-Time-series-Anomaly-Detection
  ☆20Updated 6 years ago
• mapr-demos / predictive-maintenance
  Demonstration of MapR for Industrial IoT
  ☆114Updated 3 years ago
• ashishpatel26 / tcn-keras-Examples
  This repository contains example of keras-tcn on easy way.
  ☆57Updated 5 years ago
• IBM / iot-predictive-analytics
  Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …
  ☆113Updated last month
• minsuk-heo / tf2
  ☆28Updated 5 years ago
• ashishpatel26 / Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy
  Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy
  ☆126Updated 7 years ago
• phylypo / TimeSeriesPrediction
  Time Series Prediction
  ☆48Updated 4 years ago
• deepinsights-analytica / ieee-icpse2021-paper
  ☆12Updated 3 years ago
• DeepSE / deeplearning-models
  A collection of various deep learning architectures, models, and tips
  ☆63Updated 5 years ago