This project predicts wind turbine failure using numerous sensor data by applying classification based ML models that improves prediction by tuning model hyperparameters and addressing class imbalance through over and under sampling data. Final model is productionized using a data pipeline
☆13Mar 20, 2023Updated 3 years ago
Alternatives and similar repositories for Machine-Failure_Prediction_EnsembleMethods_ModelTuning
Users that are interested in Machine-Failure_Prediction_EnsembleMethods_ModelTuning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This code realizes the construction of cokriging model, which is used for the structural size design of solder joints. The input is the r…☆11Aug 11, 2023Updated 2 years ago
- Necessary codes for GP☆11Apr 25, 2020Updated 6 years ago
- HR Bot that ranks CVs using matching between with job descriptions and the CVs☆23Aug 20, 2023Updated 2 years ago
- Homebrew formula for azure functions core tools☆16Updated this week
- SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.co…☆86Jan 7, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for paper "Anomaly Detection of Wind Turbine Time Series using Variational Recurrent Autoencoders."☆18Dec 23, 2021Updated 4 years ago
- Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To pr…☆58Mar 30, 2026Updated 2 months ago
- Machine learning applied to wind turbines incipient fault detection.☆95Aug 17, 2021Updated 4 years ago
- C++ header-only library for creating TAR archives to arbitrary streams, packaging data from memory.☆15Apr 5, 2026Updated 2 months ago
- ☆27Jul 19, 2024Updated last year
- ☆10Dec 31, 2022Updated 3 years ago
- Implementation of self-organizing maps in Python 3.☆10Jan 14, 2025Updated last year
- Multiple trajectory alignment of time-series data☆14Oct 14, 2023Updated 2 years ago
- Your hub for neuro-symbolic AI: Explore links, papers, and articles with a focus on AI cognition. Contribute and stay updated.☆35Aug 27, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Wind Turbine Fault Detection. Newer version @ https://github.com/lkev/wtphm☆74Aug 6, 2022Updated 3 years ago
- Untar aims to simplify the extractaction of tar files with NO dependency and with ease, in C++.☆16Feb 22, 2024Updated 2 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆43Apr 28, 2017Updated 9 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆33Mar 23, 2023Updated 3 years ago
- Amazon SageMaker Edge Manager Workshop☆37Jun 6, 2022Updated 4 years ago
- Package to estimate life of random fatigue history with frequency domain methods☆17Nov 27, 2023Updated 2 years ago
- Fuzzy Expert Systems in Python☆16May 20, 2022Updated 4 years ago
- ☆19Jun 25, 2017Updated 8 years ago
- GPU-based Self-Organizing Map with TensorFlow.☆16Sep 7, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- MLRun Community Edition☆21Jun 3, 2026Updated last week
- A python script to calculate normalized google distance (NGD). This is a semantic similarity metric based on Google search results☆18Dec 26, 2023Updated 2 years ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Jun 12, 2024Updated 2 years ago
- JSON encoding/decoding for Numpy arrays and scalars☆23Jun 30, 2025Updated 11 months ago
- ☆31Jun 16, 2023Updated 2 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆26Apr 25, 2024Updated 2 years ago
- Vecna is a Python chatbot which recommends songs and movies depending upon your feelings☆12Jun 28, 2022Updated 3 years ago
- ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more com…☆33May 8, 2023Updated 3 years ago
- Set up AI debates in Google Colab, customize their personalities, and watch the chaos unfold!☆32Apr 22, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- DTW-SOM: Self-organizing map for time-series data☆27Dec 8, 2022Updated 3 years ago
- Evolutionary Neural Architecture Search on Transformers for RUL Prediction☆52Apr 18, 2023Updated 3 years ago
- ☆51Feb 27, 2026Updated 3 months ago
- Extract information from XBRL files in the ESEF format☆13Jan 3, 2026Updated 5 months ago
- A simple GPT-3 interface to automate core legal writing tasks☆13Mar 8, 2023Updated 3 years ago
- An implementation of Compositional Attention: Disentangling Search and Retrieval by MILA☆14Jun 1, 2022Updated 4 years ago
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆31Jun 14, 2024Updated 2 years ago