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.
- Stars
- 33,262 stars
- Forks
- 5,537 forks
- Language
- Python
- License
- MIT
- Created
- Feb 5, 2017
- Last push
- Oct 15, 2023
- Updated
- Nov 3, 2026
- machine-learning
- deep-learning
- deep-reinforcement-learning
- machine-learning-from-scratch
- data-science
- data-mining
- genetic-algorithm
In the Repository Index from the Seed Dataset since Oct 22, 2026.
Star History
192 days recorded, Apr 26, 2026 – Nov 3, 2026 (UTC). Net change +2,166 stars.
The star count of each day is the latest count less the net stars of the later days.
Add this Star History to a README
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Star History chart
[](https://awesomerepos.com/eriklindernoren/ML-From-Scratch)Badge
[](https://awesomerepos.com/eriklindernoren/ML-From-Scratch)Timeline
This repository got 172 stars on May 31, 2026, its largest day since Apr 26, 2026.
It gained stars on each of the 192 days with a record.
Its largest 7 days were May 29, 2026 to Jun 4, 2026: 300 stars.
In the 30 days to Nov 3, 2026 it got 350 stars, 7% fewer than in the 30 days before.
It had 31,096 stars before Apr 26, 2026 and has 33,262 stars now: 16,738 fewer than 50,000.
- Created on the Repository Host
- Latest push
- Largest star day recorded: +172 stars
- +93 stars in one day
- +76 stars in one day
- Entered the Repository Index from the Seed Dataset
From the Repository Host's creation date and releases, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. On the chart of net stars each day, a solid line marks a release.
Forks and pushes
From 13 Observations, Oct 22, 2026 – Nov 3, 2026. Forks +43. A new push was seen on 0 of 12 days.
- Oct 23, 2026: no new push
- Oct 24, 2026: no new push
- Oct 25, 2026: no new push
- Oct 26, 2026: no new push
- Oct 27, 2026: no new push
- Oct 28, 2026: no new push
- Oct 29, 2026: no new push
- Oct 30, 2026: no new push
- Oct 31, 2026: no new push
- Nov 1, 2026: no new push
- Nov 2, 2026: no new push
- Nov 3, 2026: no new push
A filled day: the last push time changed since the Observation before it.
Observations
What the Repository Host reported each day.
| Day (UTC) | Stars | Forks | Last push | Archived |
|---|---|---|---|---|
| Nov 3, 2026 | 33,262 | 5,537 | Oct 15, 2023 | No |
| Nov 2, 2026 | 33,248 | 5,533 | Oct 15, 2023 | No |
| Nov 1, 2026 | 33,215 | 5,527 | Oct 15, 2023 | No |
| Oct 31, 2026 | 33,180 | 5,516 | Oct 15, 2023 | No |
| Oct 30, 2026 | 33,151 | 5,512 | Oct 15, 2023 | No |
| Oct 29, 2026 | 33,149 | 5,512 | Oct 15, 2023 | No |
| Oct 28, 2026 | 33,141 | 5,511 | Oct 15, 2023 | No |
| Oct 27, 2026 | 33,134 | 5,508 | Oct 15, 2023 | No |
| Oct 26, 2026 | 33,128 | 5,508 | Oct 15, 2023 | No |
| Oct 25, 2026 | 33,115 | 5,506 | Oct 15, 2023 | No |
| Oct 24, 2026 | 33,085 | 5,501 | Oct 15, 2023 | No |
| Oct 23, 2026 | 33,024 | 5,493 | Oct 15, 2023 | No |
| Oct 22, 2026 | 33,022 | 5,494 | Oct 15, 2023 | No |