ML
neonwatty/machine-learning-refined
Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.
1.9k 636 +0/wk
GitHub
artificial-intelligence data-science deep-learning jupyter-notebook machine-learning numpy python
Trend
3
Star & Fork Trend (26 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
neonwatty/machine-learning-refined has +0 stars this period . 7-day velocity: 0.1%.
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Signal-backed technical analysis will be available soon.
| Metric | machine-learning-refined | benchm-ml | NCRFpp | OpenAI-API-dotnet |
|---|---|---|---|---|
| Stars | 1.9k | 1.9k | 1.9k | 1.9k |
| Forks | 636 | 330 | 442 | 422 |
| Weekly Growth | +0 | +0 | +0 | -1 |
| Language | Python | R | Python | C# |
| Sources | 1 | 1 | 1 | 1 |
| License | NOASSERTION | MIT | Apache-2.0 | NOASSERTION |
Capability Radar vs benchm-ml
machine-learning-refined
benchm-ml
Maintenance Activity 42
Last code push 108 days ago.
Community Engagement 100
Fork-to-star ratio: 33.6%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 30
No measurable growth in the current period (first-day cold start expected).
License Clarity 30
No clear license detected — proceed with caution.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.