Who Remembers.

“High-Dimensional #Probability — An Introduction with Applications in #DataScience”, by Roman Vershynin UPDATED 339-page PDF 2nd Edition here: math.uci.edu/~rvershyn/pape… + Author's website: math.uci.edu/~rvershyn/pape… ———— #Statistics #Optimization #MachineLearning #Mathematics

Imagine painting this shit in 1490... Bosch was centuries ahead of his time.

I've gotten to meet with the cheetah when I was in Africa, and this is the coolest part of it

Illustration from A Woggle of Witches (1971) by Adrienne Adams

🕊️⚜️👑⚜️🕊️

Jane Massey

Amazing grandfather clock.

Two excellent books that I recommend on information theory: * "Information theory, inference and learning algorithms" by Sir MacKay Available at: inference.org.uk/itila/book.html * "Information Theory: From Coding to Learning" by Y. Polyanskiy and Y. Wu Available from authors home page

The malabar giant squirrel is the biggest squirrel species on earth. They can grow up to 3ft (1m) long. They are found in central and southern India.

Concentric Circles of different wave speeds.

When a book reflects upon such topics as the work of Leibniz, it’s very refreshing to read it—new perspectives! Nevertheless, geniuses has it—oftentimes, Leibniz wrote letters (scientific) but never sent them in hopes to make them perfect before begin scrutinised by his reader.

In a fractal domain, waves don’t scatter, they focus. The jagged Koch boundary traps and amplifies energy in self-similar pockets, showing how pure geometry can concentrate resonance and create order within chaos.

Converging Faraday waves amplify energy through interference, ripples syncing in phase to form standing peaks. Disorder folds into harmony as geometry focuses vibration, turning simple oscillations into concentrated patterns of resonance and light.

Sobriety test.

I'm far too refined for that 💄🤣

Witchy cats on vintage Halloween cards

Conformal prediction is a powerful machine learning framework for quantifying uncertainty. Instead of just giving a single "best guess," it produces a prediction set (or interval) that is mathematically guaranteed to contain the true value with a pre-defined probability (e.g.,