Rank #227 33,006 starsPython

ML-From-Scratch

by eriklindernoren (personal account)

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. (description from the project’s GitHub page)

View on GitHub

Repository facts

Stars: 33,006
Forks: 5,492
Open issues and pull requests: 82
Primary language: Python
License: MIT License (MIT)
Owner: eriklindernoren · Personal account
Created: Feb 5, 2017
Last push: Oct 15, 2023

Topics

Rank #227 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

Add this badge to your README

Ranked #227 in AI on GitHub Shows this repository’s rank in AI on GitHub and links back to this page. Ranks are by stars and change when the list is refreshed. The badge is not an endorsement or a rating. About the badges

Markdown (for a README)

[![Ranked #227 in AI on GitHub](https://unitedstatesofamericasuperintelligence.com/badges/github/eriklindernoren--ml-from-scratch.svg)](https://unitedstatesofamericasuperintelligence.com/github/eriklindernoren--ml-from-scratch/)

HTML

<a href="https://unitedstatesofamericasuperintelligence.com/github/eriklindernoren--ml-from-scratch/"><img src="https://unitedstatesofamericasuperintelligence.com/badges/github/eriklindernoren--ml-from-scratch.svg" alt="Ranked #227 in AI on GitHub" height="20"></a>

Projects that share this one’s GitHub topics.

Rank 817: yzhao062/pyod
A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic work…
10,046 starsPythonBSD-2-ClauseLast push Oct 12, 2026
Rank 3,550: WenjieDu/PyPOTS
A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tas…
2,077 starsPythonBSD-3-ClauseLast push Oct 16, 2026
Rank 4,573: sepandhaghighi/pycm
Multi-class confusion matrix library in Python
1,509 starsPythonMITLast push Oct 5, 2026
Rank 4,670: aeon-toolkit/aeon
A toolkit for time series machine learning and deep learning
1,458 starsPythonBSD-3-ClauseLast push Oct 18, 2026
Rank 1,255: haifengl/smile
Statistical Machine Intelligence & Learning Engine
6,422 starsJavaOther licenseLast push Oct 18, 2026
Rank 2,658: tirthajyoti/Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
2,960 starsMITLast push Feb 18, 2023

Repository facts

Topics

Add this badge to your README

Related projects

Rank 817: yzhao062/pyod

Rank 3,550: WenjieDu/PyPOTS

Rank 4,573: sepandhaghighi/pycm

Rank 4,670: aeon-toolkit/aeon

Rank 1,255: haifengl/smile

Rank 2,658: tirthajyoti/Papers-Literature-ML-DL-RL-AI

Support Us