Show HN: The Little Book of Maths for LLMs-The maths you need to understand LLMs(little-book-of.github.io)
little-book-of.github.io
Show HN: The Little Book of Maths for LLMs-The maths you need to understand LLMs
https://little-book-of.github.io/maths-for-llms/books/en-US/book.html
7 comments
Behind each "tale" lies a mathematical idea: from counting numbers and odd and even numbers, to geometry with lines and circles, to group theory, waves, frequencies, etc.
Behind the story words, here are the branches of mathematics explored in each chapter: 1/ Numbers, 2/ Geometry, 3/ Pre-Algebra, 4/ Calculus and Analysis, 5/ Algebra, 6/ Probability, 7/ Logic, 8/ Complex Numbers and Higher Dimensions 9/ Mathematical Applications to Physics, 10/ Further Applications, including AI/Machine Learning, Music, and more.
Along with the tales, I am planning to write about the underlying ideas for each one in much greater detail.
Behind the story words, here are the branches of mathematics explored in each chapter: 1/ Numbers, 2/ Geometry, 3/ Pre-Algebra, 4/ Calculus and Analysis, 5/ Algebra, 6/ Probability, 7/ Logic, 8/ Complex Numbers and Higher Dimensions 9/ Mathematical Applications to Physics, 10/ Further Applications, including AI/Machine Learning, Music, and more.
Along with the tales, I am planning to write about the underlying ideas for each one in much greater detail.
This is a book about how numbers learn to speak.
Inside, you'll find the gentle mathematics that powers every large language model,
from simple counting and geometry to probability, calculus, and information theory.
No dense proofs. No jargon. Just intuition, clarity, and connection.
If you've ever wondered how equations become understanding,
how vectors turn into words,
and how meaning takes shape in a sea of numbers,
this book will show you, one small idea at a time.
Math being one of my least favorite subjects, I assumed I'd be bored or it would be over my head.
Instead, I'm half way into chapter 3 -- will be sharing! Thank you for this great work!
Instead, I'm half way into chapter 3 -- will be sharing! Thank you for this great work!
Thanks for your kind words! Most math textbooks are packed with formulas and abstract stuff, so I tried to do something different, make it fun while still getting the ideas across. Hope you like it!
https://little-book-of.github.io/maths/books/en-US/tales.htm...
I started reading it to my elementary-aged kids as a bedtime story! We're only on part 7/100, and I suspect we'll be too deep for them before long, but at least or now they're really enjoying it.