eriklindernoren/ML-From-Scratch
- Total stars
- 33,232
- Today
- +6since 11:01 UTC
More actions
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.
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About the project
A collection of machine learning models and algorithms implemented from scratch in NumPy, from linear regression to deep learning, focused on showing how they work internally rather than on performance.
Useful for
- Study how a CNN, GAN or DBSCAN is implemented step by step in NumPy
- Run example scripts to train a model on MNIST or CartPole and inspect the output
- Use the code as a reference when writing your own ML algorithm from scratch
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of November 1, 2026, 13:16 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- Star-counter measurements on 2026-11-01 (UTC), 11:01–13:09: 33226 → 33232 stars (+6). This is the change over that interval.
- Estimated end-of-day forecast: about +16 stars, using observed gains and the previous day.
- Over the last two days the pace is 1.7× that of the previous week and a half.
- GitHub Trending Python today: #16, +36 stars.
- About 10 forks a day — people are taking the code.
- Recent forks include notable developers: @vishalbelsare (256 followers).
Measured growth: the last 7 completed days
New stars over 7 days: 111. -13% versus the preceding 7 days.
Daily measurements · UTC
- October 25, 2026
- 8
- October 26, 2026
- 9
- October 27, 2026
- 8
- October 28, 2026
- 8
- October 29, 2026
- 6
- October 30, 2026
- 37
- October 31, 2026
- 35
Largest measured day in the last 30 days: 74 · October 23, 2026. Days with data: 30.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 1, 2026, 13:15 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 33,232
- Today
- +6 stars measured 2026-11-01, 11:01–13:09 UTC, ≈ 16 by evening
- Forks
- 5,529
- Issues and pull requests
- 144
- Watchers
- 969
- Language
- Python
- License
- MIT
- Created
- February 5, 2017
- Last push
- October 15, 2023
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- November 1, 2026GitHub Trending Python today: #16, +36 stars
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/eriklindernoren/ML-From-Scratch)