failure-prediction | Topic | Ecosyste.ms: Repos

Topic: "failure-prediction"

sktime/skpro

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

Language: Python - Size: 11.5 MB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 263 - Forks: 55

mrhooray/swim-js

JavaScript implementation of SWIM membership protocol

Language: JavaScript - Size: 69.3 KB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 141 - Forks: 40

YutingLi0606/SURE

“SURE: SUrvey REcipes for building reliable and robust deep networks” (CVPR 2024) & (ECCV 2024 OOD-CV Challenge Winner)

Language: Python - Size: 5.55 MB - Last synced at: 19 days ago - Pushed at: 6 months ago - Stars: 57 - Forks: 5

fernandodecastilla/Machine-Learning-for-Predictive-Maintenance

Anomaly detection and failure prognosis applied to industrial machines

Language: HTML - Size: 14.8 MB - Last synced at: 14 days ago - Pushed at: almost 6 years ago - Stars: 28 - Forks: 11

Impression2805/Awesome-Failure-Detection

A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)

Size: 96.7 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 1

abiodun-ayodeji/Predictive-Maintenance

This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning models.

Language: Jupyter Notebook - Size: 951 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 25 - Forks: 5

easonlai/Power_Transformers_Failure_Prediction

This is a sample code repository of the power transformer's health state (index) analysis or prediction by the regression model for experiment and learning purposes.

Language: Jupyter Notebook - Size: 4.06 MB - Last synced at: 20 days ago - Pushed at: about 3 years ago - Stars: 23 - Forks: 2

somjit101/Predictive-Maintenance-Industrial-IOT

Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualization we attempt to performance Failure Analysis and Prediction of crucial industrial equipments like Boilers, Pumps, Motors etc. so that necessary actions can be taken by the management for their repair, servicing and optimal performance.

Language: Jupyter Notebook - Size: 2.2 MB - Last synced at: 15 days ago - Pushed at: almost 3 years ago - Stars: 21 - Forks: 5

koosham/SmartGrid-Failure-Prediction

A neural network approach for predicting imminent failures in a smart power grid

Language: Jupyter Notebook - Size: 642 KB - Last synced at: 8 months ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 3

Impression2805/FMFP

PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"

Language: Python - Size: 202 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 1

ericlrf/rul

remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, condition-based maintenance, CBM, predictive maintenance, PdM, prognostics health management, PHM

Language: Jupyter Notebook - Size: 36.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 6

kashyap16/Classification-predict_failure

Machine Learning to predict device failure

Language: Jupyter Notebook - Size: 2.21 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 3

TomLXXVI/python-mechanics

A Python library for calculations related to the mechanics of materials.

Language: Python - Size: 1.22 MB - Last synced at: 18 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

its-kanii/Predictive-maintenance-for-healthcare-equipment

Predictive Maintenance for Healthcare Equipment utilizes machine learning to analyze operational metrics and predict equipment failures. This project leverages a dataset of usage hours, temperature, and maintenance history to enhance equipment reliability and reduce downtime.

Language: Jupyter Notebook - Size: 99.6 KB - Last synced at: 18 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

Javelin1991/htet_predict_bank_failure

Final Year Project that is to be completed as part of the fulfillment of Computer Science Degree in NTU

Language: MATLAB - Size: 315 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

Rishabhsaini0204/Heart-Failure-Prediction-App

Heart disease is a leading cause of mortality worldwide, and early detection is crucial in preventing fatal heart attacks. With advancements in machine learning (ML), predictive models can help assess the risk of heart attacks based on various health parameters. This blog explores a Heart Attack Prediction Systems.

Size: 0 Bytes - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

adaptsyslearn/Prolego

Time-Series Analysis for Failure Prediction in Complex Systems

Size: 16.6 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

riccardoprosdocimi/ml-predictive-maintenance

This repository contains code and documentation for a machine learning project focused on predictive maintenance in industrial machinery. The project explores the development of a comprehensive predictive maintenance system using various machine learning techniques.

Language: Jupyter Notebook - Size: 3.7 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 1

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