PyRank

Predictive Maintenance Python Packages

Python packages with the GitHub topic predictive-maintenance. Sorted by relevance, with stars and monthly downloads.
TsLu1s
atlantic

Atlantic: Automated Data Preprocessing Framework for Machine Learning

753 33 7
lucianolorenti
ceruleo

Remaining useful life estimation utilities

564 29 7
LGDiMaggio
predictive-maintenance-mcp

AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows.

548 38 9
h1st-ai
h1st

Power Tools for AI Engineers With Deadlines

517 795 86
LGDiMaggio
mcp-server-mcsa

MCP server for Motor Current Signature Analysis (MCSA) — spectral analysis, fault frequency calculation, and fault detection in electric motors

362 6 1
areenberg
mdpsolver

A fast solver for Markov Decision Processes

305 9 1
sensemore
smwiredpy

SMWiredPy is python library for Sensemore vibration/accelerometer sensors

265 3 1
firmai
datagene

DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

157 206 25
LGDiMaggio
iflow-mcp-lgdimaggio-predictive-maintenance-mcp

AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows.

144 38 9
LGDiMaggio
mseep-predictive-maintenance-mcp

AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows.

101 38 9
h1st-ai
h1st-contrib

Power Tools for AI Engineers With Deadlines

4 795 86