A PLACE FOR CURIOUS MINDS
Let curiosity
grow.
A little intuition. A little experimentation.
A whole garden of machine learning.
Follow an idea from its first principles to a working model. Move the sliders, explore the patterns, and find your next great read.
01 / THE IDEA GARDEN
Make the abstract
feel intuitive.
Small explanations. Working visual experiments.
Open a concept and see what changes.
02 / THE OPEN BOOKSHELF
Good ideas deserve
open pages.
Freely available books from their authors,
universities, and official repositories.
PDF links open the author's or publisher's file. Your browser may open a reader or download it. Web-only books are labeled “Read online.”
03 / CHOOSE A PATH
No need to learn
everything at once.
Start where you are.
Each path connects ideas to practice.
04 / KEEP EXPLORING
Learn from people
who love to teach.
Open courses, visual essays, and hands-on guides.
A considered next step for every kind of learner.
Linked learning materials are free to access. Optional certificates, hosted compute, or platform products may have separate costs. Archived courses are identified in their descriptions.
05 / THE WIDER WORLD
A library without
the walls.
Official tutorials, open reading, and research.
Find a spark. Follow it somewhere new.
A growing collection individually indexed resources
Build with open language models
Choose a skill, then narrow by level or format: guides, books, videos, and articles.Every entry comes from a recorded source. Research papers include preprints and may not be peer reviewed. “Not level-specific” means the source does not assign a level. How this library is collected and maintained ↗
Stay curious.
There’s always more to grow.
A personal collection by Shivji Agnihotri.
Built for understanding, one small discovery at a time.