Recent Work

All pages on this site, sorted by most recently modified.

chapter 2: how the backpropagation algorithm works chapter 5: why are deep neural networks hard to train?The Value Sensitive Design of GPT 3 Object-Oriented Programming Computational Complexity chapter 3: improving the way neural networks learn chapter 6: deep learning Set, functions and sequences Optimiser Paradigms in Machine Learning Logistic Regression Linear Regression Email SPAM Classifier Perceptron An Introduction to Generalized Linear Models Interleaving Anki Explained Spaced Repetition Past Papers Bibliography Stress Test Peg Solitaire Icons MNIST and FMNIST using KNN Remarkable Paper Pro R Studio UNSW Courses Masters of Statistics UNSW Math sesh Miscellaneous Exercises over the years Measure Theory Monty Hall Problem Princube Micrograd Mastering Python Cryptography Code LOC The Little Brown Bear Remembrance of Things Past, Volume 2 Never Grow Up Finite-Dimensional Vector Spaces Cat Facts Shakespeare: The World as Stage Latin American Spanish Phrasebook Introduction to Functional Analysis Treasure Island Walt Disney’s Pinocchio The Maze Runner Remembrance of Things Past, Volume 1 Outliers Flying Saucers Banking A Brief Survey of Modern Algebra 50 of the Finest Drinking Games Mao’s Last Dancer Mana Wars: Glimmer in the Darkness Harry Potter and the Half-Blood Prince Dictionary of Science Tom & Jerry Annual 2008 The Siege of Macindaw The Lion, the Witch and the Wardrobe Starbook Philip’s World Reference Atlas Italian Phrasebook A University Algebra A Game of Thrones The Kings of Clonmel Art of War The Wolf of Wall Street The Kill List The Handmaid’s Tale The Adventures of Tom Sawyer The 39 Clues: The Maze of Bones My Smart Puppy Hag-Seed Anatomy and Physiology for Nurses Abnormal Psychology Applied Modern Algebra Alice’s Adventures in Wonderland The Real Number System in an Algebraic Setting The Maze Runner: The Scorch Trials (Official Graphic Novel Prelude)The Hobbit The Case-Book of Sherlock Holmes Spider-Man Annual 2005 Harry Potter and the Deathly Hallows Dragon Keeper Do Androids Dream of Electric Sheep?Bar Tricks The Boat Aladdin The Magic Faraway Tree The Lost Stories The Da Vinci The Complete Guide to Poker The Adventures of Sherlock Holmes Scooby-Doo! Annual 2008 Michael Jackson: Life of a Legend Memories, Dreams, Reflections Collected Verse Cinderella A Tale of Two Cities Staying Alive: First Aid The Da Vinci Code The Count of Monte Cristo The Hunger Games The Future of Property Investing in Australia The Big Book of Cats The Amazing Spider-Man: Coming Home Introduction to Graph Theory Garden of the Purple Dragon Facts You Must Know Brooklyn Angels and Demons A Concrete Approach to Abstract Algebra World War II The War of the Worlds The Spy and the Traitor The Ruins of Gorlan The Professor The MMIX Supplement The Laundromat The Boy in the Striped Pyjamas Men of Mathematics 2 Le Petit Prince French Phrase Book & Dictionary Brave New World Graph Subdomains Running Shoes RaspiOS Raspberry Pi3 Manjaro Raspberry Pi 4 br1ttle’s (my own) chess games Blind150 Solutions to Leetcode WFDF Accreditation 2026 A Random Walk Down Wall Street Elements of Programming Interviews (in Python)Remarkable Blind75 Tutorial Decision Trees A History of Chess Master Theorem Hugging Face Agents Course Life of a Network Packet Roam Research tmux Atlassian org-mode smolagents Neovim Notmuch Email Aristotle Zettelkasten LangGraph homebrew zoxide Remarkable Paper Pro Move org-roam Undergraduate Level Math Keyboards German Niklas Luhmann Llama-Index Institutional Mottos Bash fzf eza Brother DS-940DW 3dkeycap The Linux Command Line System Design Interview Foundations of Geometry Computer Vision: Algorithms and Applications Classic Computer Science Problems in Python Measure Theory A Mathematician’s Apology Cohn’s Measure Theory Billingsley Probability and Measure Reading List Real Analysis and Probability Unix Power Tools The Complete Works of Shakespeare Neural Networks and Deep Learning Logic, Logic, and Logic Logic Study Guide Logic Linux Pocket Guide Linear Algebra Done Right Head First Design Patterns Principles of Mathematical Analysis Genki 2 Baby Rudin Anki-connect Gnuplot Moonlander MKI Zsa.io Ultimate Frisbee Cutting Patterns Open Banking in Australia Seven Brief Lessons on Physics Magit A First Look at Rigorous Probability Theory The Drunkard’s Walk Arcade Game Trees Remembering the Kanji (RTK)Mudita Bus Stop Poems Serenity Prayer The Dowel Problem Proof of the Pythagorean Theorem Chess Openings Chess: 5334 Problems, Combinations and Games Mathematics for Machine Learning Programming in Lua An Introduction to Programming in Emacs Lisp Stochastic Processes The Mammoth Book of the World’s Greatest Chess Games Elements of Programming Interviews (in Java)Modern Chess Openings A Course of Pure Mathematics Understanding the Chess Openings The Usborne Book of Facts and Records Linux Pocket Guide Commands org-shop Ruy Lopez The Italian Game The Evans Gambit Smith Morra Gambit Opening Traps London System Repertoire Kings Indian Defense Caro Kann Black Vienna Repertoire Vienna Opening Gothamchess The Stafford Gambit The Ponziani Opening Sicilian Dragon Scotch Opening Repertoire Queens Gambit Structures Pirc Defense Hyper Accelerated Dragon Gothams Caro Kann French Defence English Opening Repertoire Github: Rosen Maple Github: IO Site Github: Dynamic Programming Github: CV Tree Segmentation Github: Career Github: Bananagrams Github: 10K Hours AI/ML/DL Github: TikZJax Github: Sydney Train Game Github: Math Map Github: Ledger Github: LaTeX Github: Bookshelf Github: Pegs Github: JobSync Chrome Github: Chess YOLO Github: Arcade Mobile Github: Site Github: LeetCode Github: Endian Github: Bytelocker.nvim Github: 100 Days JS Github: Math Github: Icons Github: Game of Life Github: Font2Splines Github: Dotfiles Github: Computer Vision Github: Minesweeper Github: Globe Github: Timeline Github: RATS STATS Github: Org Shop Github: Hashi Github: GitHub Profile README Github: CS Projects Github: Classical CS Github: Advanced Algorithms Github: 100 Days Python Github: Jobs Github: Ollama Voice Chess Github: Sedgewick Algorithms in C Github: Keychron Github: GitHub Pages Site Github: Draw Github: Typing Telemetry Github: Trades Github: Tools Github: Shmo Github: Neomutt LF Ranger Github: Clip Github: Anki TikZ Github: 100 Days Go Github: Orgro Github: Microburbs Github: Org Repo Github: Knight’s Tour System Crafters Github: Ultimate Tic-Tac-Toe Github: Full Stack Chatbot Github: Bytelocker.el Github: Bots Github: Arcade Github: Advent of Code Github: 64 Days Lua Github: Org Pomodoro YouTube STAR Ultimate Frisbee Tactics Bifurcations Agentic AI Hugging Face Github jobsync FastAPI Svelte N/Vim greek alphabet Minesweeper RL Agent Globe network commands Ollama JayZ another new note J. Cole org-agenda N-Queens HTTP Status Codes Peg Solitaire RL Org Docker Flask Vite KiTS19 Grand Challenge: Kidney and Kidney Tumour Segmentation Optimisation 21 Birthday Problems Margin Notes Stress Test Ox Hugo Quotes SuperMemo Callouts Stress Test M3 Shortcodes Stress Test WFDF Rules 2025 - 2028 Measure, Integration & Real Analysis Design Patterns Code Smells Blocklinks Stress Test Coding Patterns Phillip the boy Cat Birthday Prize Analysis A Visual Git Reference Design Principles UML Diagrams 2018 Royald Enfield Classic 500 Pro Git Vocabulary Literate Programming and Donald Knuth Beyond Code The Story of Socrates Queen Mia ⚰️The Babels Running Barefoot The Bayesian Cat My Undergraduate Computer Science Degree Love Vi Improved, a.k.a Vim Time Complexity Regular Expressions GNU Debugger Emacs Integer Programming Functional Programming Quadratic Programming Non-Linear Programming Linear Programming Dynamic Programming Snake in C Minesweeper in C Connect Four Javascript Elisp Notes Regular Expressions in Python Lua Lambda Functions JSON’s in Python Java Notes Filter Function Mastery of Matplotlib Mastering Pandas Machine Learning Example with Pandas Mastering Numpy Git Memory Internet Networks Databases Problems Participant Upload Bytelocker in C 23 Birthday Problems 22 Birthday Problems Optical Character Recognition Tools LAN Messenger Sydney Train Game; Get 10 Messenger Web App Connect 4 Bookbot Sudoku Short Answers to AI Ethics Questions Kantian and Automated Ethics Hashiwokakero (Bridges) Solver Banagrams Solver Ultimate Tic Tac Toe Recurrent Neural Networks (RNNs)Q-Learning Policy Gradients Multilayer Perceptron Long Short-Term Memory (LSTM)Chess Bot GAN: Generative Adversarial Networks Visual Transformers (ViT)Perceptrons (Augmented with Gradient Descent)NanoGPT - Min with Teeth Autoencoders chapter 4: a visual proof that neural nets can compute any function Tokenisers chapter 1: using neural networks to recognise handwritten digits Regularised Regression Perceptron Regression Locally Weighted Regression Support Vector Machines (SVMs)The Bias-Variance Decomposition Predicting Life Expectancy KNN Theory Ensemble Learning Curse of Dimensionality A Catalogue of Loss Functions Principal Component Analysis (PCA)Performance Metrics for Machine Learning Non-parametric Models No Free Lunch Theorem Kernel Methods K-means Clustering Gaussian Mixture Models Stanford CS230: Deep Learning Producing the Omega symbol with Splines Parametric Modelling Frizzande’s F Convert Font files to Bezier Curves Stanford CS229: Machine Learning Harvard STAT110: Probability Multivariable Calculus Differential Equations Single-Variable Calculus Linear Algebra Functions Probability Number Theory Logic Graph Theory Combinatorics Statistics Typeset Everything!Complex Analysis Typeset Treatises Typeset Poems Typeset High School Math Booklets Typeset Frisbee Rules Microservices Event Driven Containers Concurrency Build Systems API Design Greek Mythology Classical Religion Introduction to the Practice of Statistics Database System Concepts Data Structures and Algorithms in Java Selected Poems of Wordsworth The Story of Philosophy The Histories Selected Works How to Take Smart Notes Emma Aeneid 48 Laws of Power Ariel Advanced Calculus The Divine Comedy How to Read a Book Concrete Mathematics Bradbury Stories 1984 The Neandertal Enigma Intermediate Calculus, Multivariable Functions and Differential Equations with Applications A First Course in Japanese Workbook Design Patterns: Elements of Reusable Object-Oriented Software Sed & Awk Anne of Green Gables Selected Poems Linear Analysis and Differential Equations Wuthering Heights What is Mathematics?Sapiens. A brief History of Humankind War Poems and Others The Drug Users Bible: Harm Reduction, Risk Mitigation, Personal Safety Proof in Mathematics: An Introduction My Brief History Introduction to Matrix Calculus Calculus with Multiple Variables Calculus 1 and Several Variables Algorithms in C. Part 5: Graph Algorithms The Secret Garden Genki I Food of the Gods Animal Farm Ultimate Techniques and Tactics The Subtle Art of Not Giving a F*ck Fundamental Principles of the Metaphysic of Morals Collected Poems of Dobson A Modern Introduction to Differential Equations A First Course in Japanese A Book of Problems in Ordinary Differential Equations The Odyssey V for Vendetta Kafka on the Shore Gulliver’s Travels Bhagvad Gita Plato’s Dialogues The Cossacks Effective Python Crime and Punishment 12 Rules for Life A Book of Curves The 7 Habits of Highly Effective People Moby Dick Differential and Integral Calculus Dhammapada Alan Turing: The Enigma A Brief History of Time Introduction to Topology Understanding Analysis Full-Stack Web Development with TypeScript 5 A Dictionary of Basic Japanese Grammar Carl Friedrich Gauss The Communist Manifesto 300 Most Important Chess Exercises Think and Grow Rich The Tattooist of Auschwitz The Intelligent Investor Love and Math Introduction to Algorithms How to Prove It Efficient Linux at the Command Line Algorithms Probabilistic Machine Learning Hands on Machine Learning The Three Theban Plays The Doors of Perception Probability Theory: The Logic of Science Kodansha Kanji Learner’s Course Hamlet The 4-Hour Workweek Pocket Guide: Human Body Divine Proportions Complex Variables with an Introduction to Conformal Mapping and Its Applications 50 Challenging Calculus Problems The Iliad The Complete Book of Chess Strategy Why We Sleep We The Barefoot Investor Learning Go Ikigai / 生き甲斐 Designing Data-Intensive Applications The Advancement of Learning Genki I Workbook Diophantine Equations Deep Work Oxford Beginner’s Japanese Dictionary One Up On Wall Street Meditations Functions of a Complex Variable Thinking Fast & Slow The Great Gatsby The Elements of Statistical Learning The Catcher in the Rye Makers of Mathematics Make It Stick: The Science of Successful Learning Letters from a Stoic Differential Equations, Essential Skills World Religions in Practice War and Peace The Book Thief How to Win Friends and Influence People Don Quixote Complex Variables and Applications The Mathematics Lover’s Companion Zen and the Art of Motorcycle Maintenance Refactoring Qur’an Holy Bible Thus Spoke Zarathustra Lord of the Flies Discrete Mathematics with Applications Differential Geometry Rich Dad Poor Dad Read Real Japanese Fundamentals of Differential Equations Elementary Linear Algebra, with Applications Calculus of Several Variables Networked Life The C Programming Language The Almanack of Naval Ravikant Dive into Design Patterns Deep Learning All of Statistics Japanese Grammar Essential Ultimate Arnold: The Education of a Bodybuilder The Hitchhiker’s Guide to the Galaxy Solving Mathematical Problems Introduction to Mathematical Statistics Java: The Complete Reference The Canterbury Tales The Art of Statistics The Adventures of Tintin Tao Te Ching Pride and Prejudice Modern Operating Systems Antifragile Minds, Brains, and Science Elementary Linear Algebra The Ultimate Encyclopedia of Mythology The Adventures of Huckleberry Finn Steve Jobs Being and Nothingness Aristotle for Everybody A First Course in Partial Differential Equations Single Variable Calculus Moonwalking with Einstein: The Art and Science of Remembering Everything Linear Algebra Elementary Linear Algebra Algorithms in C. Parts 1-4 Introductory Real Analysis The Mathematics of Secrets The Big Sleep Computer Networking: A Top-Down Approach Linear Algebra for Calculus Differential Equations: A Modeling Perspective Research Papers Test Simple Test Survey Table of Books agenda