notes

These are all my notes from university, A-Level, and lots of other stuff. Below it is all laid out chronologically, for a more structured view take a look at the high-level organisational posts:

You can browse and study these interactively with Explore and Study, or look through the Visualisations embedded across the notes.


Non-university notes

Sep 15, 2026The Road, McCarthy

(1 min read)

Jun 06, 2026Visualisations

(4 min read)

Jan 12, 2026How we will be measured

(1 min read)

Nov 06, 2025Paper - Dynamics of Transient Structure in In-Context Linear Regression Transformers

(1 min read)

Sep 30, 2025Why We Sleep, Walker

(1 min read)

Sep 30, 2025The Three Body Problem, Liu

(1 min read)

Sep 30, 2025Beggar-My-Neighbour

(1 min read)

Sep 30, 2025The Confessions, Augustine

(1 min read)

Sep 30, 2025How To Change Your Mind, Pollan

(1 min read)

Sep 30, 2025Crime and Punishment, Dostoyevsky

(1 min read)

Sep 30, 2025Paradise Regained, Milton

(1 min read)

Sep 30, 2025Thinking Functionally With Haskell, Bird

(1 min read)

Sep 30, 2025Problems

(1 min read)

Sep 30, 2025Textbooks

(1 min read)

Aug 10, 2025Essays, Emerson

(1 min read)

Showing the 15 most recent of 266. By folder: Articles (5) · Bookshelf (136) · Collections (1) · Maths (64) · Papers (3) · Poems (6) · Problems (3) · Programming (1) · Random (18) · Rationality (3) · Textbooks (22)

University notes

May 18, 2026Notes - Computer Vision MT25, Overview of results and methods

(36 min read)

May 18, 2026Notes - NLA MT25, Overview of results and methods

(33 min read)

May 18, 2026Notes - NLA MT25, Givens rotations

(4 min read)

May 12, 2026Notes - Continuous Optimisation HT26, Inequality constrained optimisation problems

(67 min read)

May 12, 2026Notes - Continuous Optimisation HT26, Constrained optimisation problems

(6 min read)

May 12, 2026Notes - Continuous Optimisation HT26, Augmented Lagrangian methods

(32 min read)

May 06, 2026Notes - NLA MT25, CUR approximation

(56 min read)

May 05, 2026Notes - NLA MT25, Pseudoinverses

(12 min read)

May 05, 2026Notes - NLA MT25, HMT algorithm

(25 min read)

May 05, 2026Notes - NLA MT25, Rayleigh-Ritz algorithm

(9 min read)

Feb 26, 2026Notes - Continuous Optimisation HT26, Penalty methods

(42 min read)

Feb 26, 2026Notes - Continuous Optimisation HT26, Constrained optimality conditions for convex problems

(66 min read)

Feb 26, 2026Notes - Continuous Optimisation HT26, KKT conditions

(62 min read)

Feb 25, 2026Notes - Continuous Optimisation HT26, Trust-region methods

(94 min read)

Feb 24, 2026Notes - Continuous Optimisation HT26, Least-squares

(18 min read)

Showing the 15 most recent of 970. All university notes, by course

A-level notes

Oct 01, 2025Maths - Vectors

(1 min read)

Oct 01, 2025Mechanics - Pulleys

(1 min read)

Jun 08, 2022Further Maths - Misc

(1 min read)

May 19, 2022Further Maths - Derivatives Cheat Sheet

(4 min read)

May 11, 2022Computing - Misc

(8 min read)

Apr 28, 2022Physics - Magnetism

(24 min read)

Apr 20, 2022Physics - Recall for Chapter 16: Circular Motion

(6 min read)

Apr 20, 2022Physics - Recall for Chapter 18: Gravitational Fields

(9 min read)

Apr 20, 2022Physics - Recall for Chapter 25: Radioactivity

(21 min read)

Apr 20, 2022Physics - Recall for Chapter 27: Medical Imaging

(17 min read)

Apr 20, 2022Physics - Recall for Chapter 24: Particle Physics

(17 min read)

Apr 20, 2022Physics - Recall for Chapter 22: Electric Fields

(10 min read)

Apr 20, 2022Physics - Recall for Chapter 23: Magnetic Fields

(14 min read)

Apr 18, 2022Physics - Recall for Chapter 20: Cosmology

(16 min read)

Apr 18, 2022Physics - Recall for Chapter 21: Capacitance

(9 min read)

Showing the 15 most recent of 321. All A-level notes, by subject