kyndinfo

Monads モナド｜kynd We saw the fundamental principles of functional programming: referential transparency (the same input always returns the same output) and the absence of side effects (not changing external variables…

note.com/kyndinfo/n/n...

Reading “Attention Is All You Need” (6)
Conclusions and Applications 結論と応用

www.notion.so/kyndinfo/Con...

Reading a paper to understand a bit about how LLMs work
論文を読んでLLMの仕組みをちょっと学ぶ

#ai #LLM

Reading “Attention Is All You Need”｜kynd 現代のAIが生まれるきっかけになった論文を読んでみるシリーズ LLMs are becoming integrated into our daily lives. Their strength lies in being usable without understanding complex details because they speak in human language. But…

note.com/kyndinfo/n/n...

Reading “Attention Is All You Need” (5)
Other Key Layers その他の重要なレイヤー

kyndinfo.notion.site/Other-Key-La...

Reading a paper to understand a bit about how LLMs work
論文を読んでLLMの仕組みをちょっと学ぶ

#ai #LLM

KAF Wrocław, Poland
krupaartfoundation.pl/en/focus-na-...

Reading “Attention Is All You Need” (4)
Attention Mechanism アテンション機構

kyndinfo.notion.site/Attention-Me...

Reading a paper to understand a bit about how LLMs work
論文を読んでLLMの仕組みを少し学ぶ

#ai #LLM

Rocks

Reading “Attention Is All You Need”(3)
Architecture Overview アーキテクチャの概要

www.notion.so/kyndinfo/Arc...

Reading a paper to understand a bit about how LLMs work
論文を読んでLLMの仕組みを少し学ぶ

#ai #LLM

Generics and Category Theory ジェネリクスと圏論｜kynd We used generics on the pages on functors and natural transformations. Generics are extremely useful for implementing category-theoretic thinking, which focuses on relationships between objects…

Generics and Category Theory ジェネリクスと圏論｜kynd @kyndinfo note.com/kyndinfo/n/n...

Reading “Attention Is All You Need” (2)
Abstract, Introduction and Background 概要、序論と背景

kyndinfo.notion.site/Abstract-Int...

Reading a paper to understand a bit about how LLMs work
論文を読んでLLMの仕組みをちょっと学ぶ

#ai #LLM

Reading “Attention Is All You Need”

kyndinfo.notion.site/Reading-Atte...

Reading a paper to understand a bit about how LLMs work
論文を読んでLLMの仕組みをちょっと学ぶ

#ai #LLM

Neural Network ニューラルネットワーク

kyndinfo.notion.site/Neural-Netwo...

I should have published this five years ago already but I guess it's still valid.

#p5js #math #physics #code #art #design

Products, Coproducts, Universality and Duality 積、余積、普遍性と双対性｜kynd We've explored the basic rules of categories—composition and identity morphisms—and the consistency of structure through commutativity and isomorphism. These simple rules are based only on "points…

note.com/kyndinfo/n/n...

Lyapunov exponen (リアプノフ指数)
Topological transitivity (位相的推移性)
Dense periodic orbits*(周期的軌道の稠密性)
Ergodicity (エルゴード性)
KS entropy (KSエントロピー)
Pesin's formula / Pesin's Identity (ペシンの公式)
Invariant measure** (不変測度)
etc.

(Extra) Math on Chaos（さらに）カオスの数学
(Chaos Theory カオス理論 )

kyndinfo.notion.site/Extra-Math-o...

#p5js #math #physics #code #art #design

Physical Chaos 物理的なカオス
(Chaos Theory カオス理論)

Making chaos with physical simulation
物理シミュレーションでカオスを作る

kyndinfo.notion.site/Physical-Cha...

#p5js #math #physics #code #art #design

Category Basics 圏の基本｜kynd 圏の構造やその意味について、より詳しくみていきましょう。 復習ですが、圏を構成するためのルール（公理）は2つしかありません。 Let's take a closer look at the structure of categories and what they mean. As a quick review, only two rules (axioms) are needed to…

Category Basics 圏の基本

note.com/kyndinfo/n/n...

Strange Attractor ストレンジアトラクター
(Chaos Theory カオス理論)

About the most famous chaotic models that I'm tired of seeing.
一番有名で見飽きたやつらについての解説。

kyndinfo.notion.site/Strange-Attr...

Stretch and Fold 引き伸ばしと折り畳み

kyndinfo.notion.site/Stretch-and-...

#p5js #math #physics #code #art #design