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.

Date Created 2017-02-05 (8 years ago)
Commits 374 (last one 5 years ago)
Stargazers 24,296 (20 this week)
Watchers 940 (0 this week)
Forks 4,628
License mit
Ranking

RepositoryStats indexes 619,220 repositories, of these eriklindernoren/ML-From-Scratch is ranked #1,121 (99th percentile) for total stargazers, and #572 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #191/125,307.

eriklindernoren/ML-From-Scratch is also tagged with popular topics, for these it's ranked: deep-learning (#56/8716),  machine-learning (#58/8276),  data-science (#20/2192),  deep-reinforcement-learning (#1/374),  data-mining (#3/294),  genetic-algorithm (#1/155)

Other Information

eriklindernoren/ML-From-Scratch has 20 open pull requests on Github, 9 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 36 open issues and 37 closed issues.

Star History

Github stargazers over time

25k25k20k20k15k15k10k10k5k5k002018201820192019202020202021202120222022202320232024202420252025

Watcher History

Github watchers over time, collection started in '23

94694694594594494494394394294294194194094093993993893893793793693620232023Feb '23Feb '23Apr '23Apr '23Jun '23Jun '23Aug '23Aug '23Oct '23Oct '23Dec '23Dec '23Feb '24Feb '24Apr '24Apr '24Jun '24Jun '24Aug '24Aug '24Oct '24Oct '24Dec '24Dec '24Feb '25Feb '25

Recent Commit History

0 commits on the default branch (master) since jan '22

Inactive

No recent commits to this repository

Yearly Commits

Commits to the default branch (master) per year

40040035035030030025025020020015015010010050500020172017201820182019201920202020202120212022202220242024

Issue History

Total Issues
Open Issues
Closed Issues
80807070606050504040303020201010002018201820192019202020202021202120222022202320232024202420252025

Languages

The only known language in this repository is Python

PythonPython

updated: 2025-02-23 @ 01:10pm, id: 80990461 / R_kgDOBNPQ_Q