A lightweight model monitor for scikit-learn and Keras

developer-tools / Show HN
42
SCORE

Canary-ML is a lightweight model monitoring library for scikit-learn and Keras models. It helps developers track model performance and detect degradation over time in production environments. The tool is designed to integrate with existing Python ML workflows without heavy dependencies.

Sources (1)

Score Breakdown

Traction
raw 1.00 · weight 35%
3.5pts
Novelty
0 days old · weight 20%
20.0pts
Source diversity
1 source · weight 10%
3.3pts
AI quality
raw 42.00 · weight 35%
14.7pts

Addresses a real need (ML model monitoring) but faces stiff competition from MLflow/Evidently with zero traction signals indicating limited adoption.

Final Score42/100

Similar Products

anti-slop
DEVELOPER-TOOLS · GITHUB
86
SCORE
devspace
DEVELOPER-TOOLS · GITHUB
84
SCORE
eve
DEVELOPER-TOOLS · GITHUB
84
SCORE
coreai-models
AI-TOOLS · GITHUB
84
SCORE
kage
DEVELOPER-TOOLS · GITHUB
84
SCORE
openworker
DEVELOPER-TOOLS · GITHUB
84
SCORE
SUPPORT THE PROJECT →
← ALL PRODUCTS© 2026 MARKETHUNT