category-theory
Category Theory Illustrated - Natural transformations
Mircus/HyperCat: a python library for cats and hypercats
a python library for cats and hypercats
Category Theory Illustrated - Logic
Where Does Meaning Live in a Sentence? Math Might Tell Us. | Quanta Magazine
The mathematician Tai-Danae Bradley is using category theory to try to understand both human and AI-generated language.
Her lens is category theory,
A category consists of some objects, together with relationships between them, called morphisms.
A Benchmark and Taxonomy of Categorical Encoders
New. Comprehensive. Extendable.
Encoding Categorical Variables: A Deep Dive into Target Encoding
Data comes in different shapes and forms. One of those shapes and forms is known as categorical data.
Category theory
Category theory is a general theory of mathematical structures and their relations. It was introduced by Samuel Eilenberg and Saunders Mac Lane in the middle of the 20th century in their foundational work on algebraic topology. Category theory is used in almost all areas of…
Category Theory Illustrated - About
Category Theory for Programmers: The Preface | Bartosz Milewski's Program
Table of Contents Part One Category: The Essence of Composition Types and Functions Categories Great and Small Kleisli Categories Products and Coproducts Simple Algebraic Data Types Functors Functo…
When One Category Works Against Most Of Your Categories
Database Marketing, Data Mining, Analytics, Big Data, Forecasting, Segmentation, Predictive Modeling, Measurement, Catalog, Business
Category Theory Reading Lists
Category theory: online lecture notes and downloadable books
No New Categories | Greg Kogan
In college, I took a self-defense class, taught by Sensei Flagg. The next semester, I took a kickboxing class, taught by Sensei Flagg. The next and final semester, I took an Isshin-Ryū Karate class, taught by Sensei Flagg. It was the exact same class each time. The…
What Is Applied Category Theory? (2018)
This is a collection of introductory, expository notes on applied category theory, inspired by the 2018 Applied Category Theory Workshop, and in these notes we take a leisurely stroll through two...
What is Category Theory Anyway?
A quick browse through my Twitter or Instagram accounts, and you might guess that I've had category theory on my mind. You'd be right, too! So I have a few category-theory themed posts lined up for this semester, and to start off, I'd like to (attempt to) answer the question…
5 Categorical Encoding Tricks you need to know today as a data scientist
A Complete Pythonic Encoding Tutorial
Cataloging Tools for Data Teams
An introduction to Data Cataloging and major tools that data teams can use for data discovery
Leveraging Value from Postal Codes, NAICS Codes, Area Codes and Other Funky
A value is worthless unless it tells you something.
Categorical Feature Encoding in Python
Methods to encode categorical variables using Python
Computational Category Theory in Python III: Monoids, Groups, and Preorders
Parts 1 and 2 are found here and here
Applied Category Theory | Mathematics | MIT OpenCourseWare
Category theory is a relatively new branch of mathematics that has transformed much of pure math research. The technical advance is that category theory provides a framework in which to organize formal systems and by which to translate between them, allowing one to transfer…
Using LLMs for Automated Data Categorization in Google Sheets
This post unveils a well-kept secret unknown to many: using externally hosted Large Language Models (LLMs) in Google Sheets to perform NLP tasks on text
By default, the script uses the "facebook/bart-large-mnli", a BART model trained for multi-class text classification
paste the token in your script, replacing the ‘ <YOUR HUGGINGFACE API KEY> ‘ part with your token, save the script, and go back to Google Sheets to start playing!