MF
eriklindernoren/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
31.2k 5.2k +5/wk
GitHub
data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch
Trend
3
Star & Fork Trend (26 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
eriklindernoren/ML-From-Scratch has +5 stars this period . 7-day velocity: 0.1%.
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| Metric | ML-From-Scratch | pytorch-lightning | AI-Expert-Roadmap | DeepFaceLive |
|---|---|---|---|---|
| Stars | 31.2k | 31.0k | 30.9k | 30.7k |
| Forks | 5.2k | 3.7k | 2.6k | 1.2k |
| Weekly Growth | +5 | +8 | +3 | +2 |
| Language | Python | Python | JavaScript | Python |
| Sources | 1 | 2 | 1 | 1 |
| License | MIT | Apache-2.0 | MIT | GPL-3.0 |
Capability Radar vs pytorch-lightning
ML-From-Scratch
pytorch-lightning
Maintenance Activity 0
Last code push 907 days ago.
Community Engagement 84
Fork-to-star ratio: 16.8%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 41
+5 stars this period — 0.02% growth rate.
License Clarity 95
Licensed under MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.