MA

marimo-team/marimo

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

20.2k 1.0k +14/wk
GitHub HuggingFace PyPI 3-source
artificial-intelligence dag data-science data-visualization dataflow developer-tools machine-learning notebooks pipeline python reactive sql
Trend 17

Star & Fork Trend (35 data points)

Stars
Forks

Multi-Source Signals

Growth Velocity

marimo-team/marimo has +14 stars this period , with cross-source activity across 3 platforms (github, huggingface, pypi). 7-day velocity: 0.3%.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric marimo awesome-production-machine-learning onnx onnxruntime
Stars 20.2k 20.3k20.6k19.8k
Forks 1.0k 2.5k3.9k3.8k
Weekly Growth +14 +3+9+13
Language Python N/APythonC++
Sources 3 133
License Apache-2.0 MITApache-2.0MIT

Capability Radar vs awesome-production-machine-learning

marimo
awesome-production-machine-learning
Maintenance Activity 100

Last code push 0 days ago.

Community Engagement 25

Fork-to-star ratio: 5.0%. Lower fork ratio may indicate passive usage.

Issue Burden 70

Issue data not yet available.

Growth Momentum 44

+14 stars this period — 0.07% growth rate.

License Clarity 95

Licensed under Apache-2.0. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.