IdeaCredIdeaCred

Plutonian-coder/churn-prediction-mlops-pipeline

49

📈 Build a production-ready churn prediction system with an end-to-end MLOps pipeline using FastAPI, scikit-learn, and automated CI/CD practices.

What's novel

📈 Build a production-ready churn prediction system with an end-to-end MLOps pipeline using FastAPI, scikit-learn, and automated CI/CD practices.

Score Breakdown

Innovation
2 (25%)
Craft
47 (35%)
Traction
8 (15%)
Scope
52 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+0

Craft

Ci-2
Tests+3
Polish+0
Releases+0
Has License+0
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+2
Has Dependency Mgmt+5

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+5
Languages+5
Subsystems+5
Bloat Penalty+0
Completeness+6
Contributors+7
Authored Files+8
Readme Code Match+3
Architecture Depth+5
Implementation Depth+8

Evidence

Commits

9

Contributors

3

Files

16

Active weeks

4

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

2

Forks

0

License