pjmbatman / ml4sci

Interactive lessons, graded Python labs and quizzes for researchers bringing machine learning into science, all in a learning desktop in your browser. 216 chapters · English · 한국어

Why this job: matched by what the repo talks about: browser, desktop, learn, machine

Open on GitHub Website

The learning loop: 1 Read a lesson, 2 Try an interactive figure, 3 Code and grade an exercise in the browser, 4 Check yourself with quizzes that explain each wrong answer

Curriculum map: seven layers from L0 Entry to L6 Integration, with twelve tracks and their part and chapter counts

A short demo: a lesson with a quiz, an interactive figure, grading code in the browser and the 3D library

1 of 3

What it does

Every chapter is built around the same loop. You read an idea, try it with your hands, write the code yourself and check that you really understood it.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance: Active; Last commit yesterday
Stars: 11; On GitHub
Licence: Custom; Read before business use
Downloads for: None listed; No release files
Latest version: None yet; No releases
Built with: Not stated

Is it looked after?

Contributors: 1; Last 90 days
Issues: None; No issues filed
Pull requests: 4 merged; 0 waiting
Releases: None; Never published

No contributing guide
No security policy
No code of conduct

More: topics and project record

Topics

ai-for-science
data-science
deep-learning
education
interactive-learning
machine-learning
online-course
physics-informed-machine-learning
pyodide
python
research
scientific-machine-learning

Project record

JobAutomation and scraping
StatusNew to our list
Commits10
Forks0
Watching0
CreatedNov 10, 2026
First seen by usNov 11, 2026
CheckedNov 12, 2026