AndreaPi / Open-industrial-datasetsLinks
A collection of open datasets for industrial applications, divided by categories
☆101Updated 3 years ago
Alternatives and similar repositories for Open-industrial-datasets
Users that are interested in Open-industrial-datasets are comparing it to the libraries listed below
Sorting:
- A curated collection of public industrial datasets.☆297Updated 3 months ago
- A curated list of datasets, publically available for machine learning research in the area of manufacturing☆187Updated 3 years ago
- [official] PyTorch implementation of TimeVQVAE-AD, a time series anomaly detection model.☆98Updated last year
- data set for process monitoring on CNC machines☆122Updated last year
- Code for "Unsupervised Model Selection for Time-series Anomaly Detection", ICLR 2023.☆87Updated 2 years ago
- CARLA: A self-supervised contrastive learning model for time series anomaly detection. Enhances anomaly detection by learning robust repr…☆136Updated 9 months ago
- This repository contains code for analyzing the TEP dataset, which is a public dataset for evaluating fault detection and diagnosis algor…☆31Updated 2 years ago
- Code of FCVAE accepted by WWW 2024☆77Updated last year
- University Project for Anomaly Detection on Time Series data☆122Updated last year
- Soft Sensor with Variational Inference Technique☆20Updated last year
- Time-Series Anomaly Detection Comprehensive Benchmark☆247Updated 2 months ago
- Official implmentation of AAAI'23 paper 'Detecting Multivariate Time Series Anomalies with Zero Known Label'.☆72Updated last year
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆166Updated 2 years ago
- Datasets for Predictive Maintenance☆146Updated 7 months ago
- ☆24Updated 4 years ago
- Time Series Anomaly Detection☆39Updated last year
- Data for PHM 2015 data challenge☆15Updated 9 years ago
- SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.co…☆83Updated 4 years ago
- Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT☆148Updated 3 years ago
- ☆93Updated 3 years ago
- ☆160Updated last year
- Public datasets for time series anomaly detection☆138Updated 2 months ago
- Python code for abnormal detection using Support Vector Data Description (SVDD)☆212Updated last year
- TSB-AD: Towards A Reliable Time-Series Anomaly Detection Benchmark☆192Updated last month
- The Fortran 77 codes for the open-loop and the closed-loop simulations for the Tennessee Eastman process (TEP) as well as the training a…☆163Updated 3 years ago
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆74Updated 4 years ago
- Soft sensor modelling using multiple machine learning algorithms☆24Updated 6 years ago
- ☆255Updated 2 years ago
- Github repo for the research paper titled "Integrating Adaptive Moving Window and Just-in-Time Learning Paradigms for Soft-Sensor Design"☆20Updated 5 years ago
- Deep learning-based outlier/anomaly detection☆554Updated 4 months ago