Theory
1,949 items in 14 lists
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Deep Learning: Foundations and Concepts bishopbook.com
A probability-grounded treatment by Christopher and Hugh Bishop.
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Effective Context Engineering for AI Agents anthropic.com
How to select, structure, and manage the context available to long-running agents.
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Building Effective Agents anthropic.com
Anthropic's practical patterns and tradeoffs for agentic systems.
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Data Structure Visualizations cs.usfca.edu
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Code.org code.org
Every student in every school should have the opportunity to learn computer science.
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Algomation algomation.com
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VisuAlgo visualgo.net
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UVA uva.onlinejudge.org
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TopCoder topcoder.com
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ProjectEuler projecteuler.net
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Algorithms Weekly petr-mitrichev.blogspot.com
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Codeforces codeforces.com
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SciRate scirate.com
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Microsoft Research microsoft.com
National Security in the Age of AI and Quantum (2026) - Analyzes the intersection of artificial intelligence and quantum computing as critical drivers of national security and economic stability in the modern digital landscape. Findings indicate that a single week of cyber…
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Security Data Science Papers covert.io
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arXiv Paper Repository arxiv.org
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Open Graph protocol ogp.me
The Open Graph protocol enables any web page to become a rich object in a social graph.
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HASH hash.ai
open source simulation and visualization platform.
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Bengt. Programming in Martin-Löf's Type Theory cse.chalmers.se
This book describes different type theories (theories of types, polymorphic and monomorphic sets, and subsets) from a computing science perspective.
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TensorFlow Playground playground.tensorflow.org
Tinker With a Neural Network Right Here in Your Browser!
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OpenCode opencode.ai
The open-source AI coding agent. #opensource
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Build a Large Language Model (From Scratch) manning.com
A guide to building your own working LLM, by Sebastian Raschka.
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Claude Code code.claude.com
Anthropic's agentic coding tool that lives in your terminal and helps you turn ideas into code.
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alphaXiv alphaxiv.org
Discuss, discover, and read arXiv papers.
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Attention Is All You Need arxiv.org
(AIAYN) - Introducing multi-head self-attention neural networks with positional encoding to do sentence-level NLP without any RNN nor CNN - this paper is a must-read (also see this explanation and this visualization of the paper).
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IOFP arxiv.org
(FATML Workshop) Performs feature ranking to analyse black-box models
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fast.ai - Practical Deep Learning For Coders course.fast.ai
A code-first introduction to deep learning.
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An Introduction to Statistical Learning with Applications in R statlearning.com
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani.
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The Math Behind Artificial Intelligence freecodecamp.org
A free FreeCodeCamp book teaching the math behind AI in plain English from an engineering point of view.
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Machine Learning Bookcamp manning.com
A project-based introduction to building and deploying machine learning systems by Alexey Grigorev.
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Textbook web.stanford.edu
A free textbook with slides, exercises, code, and course material by Stephen Boyd and Lieven Vandenberghe.
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6.006 ocw.mit.edu
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book algorist.com
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WooRank woorank.com
WooRank will help you to address issues on your site & identify opportunities to push you ahead of the competition.
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Web.dev web.dev
Get the web's modern capabilities on your own sites and apps with useful guidance and analysis from web.dev.
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Rosettacode rosettacode.org
Provides examples in different languages, including esoteric languages.
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Mathematical Components math-comp.github.io
Formalization of mathematical theories, focusing in particular on group theory.
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Scala Love scala.love
Podcast about the Scala Programming Language and its community
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Gary Bernhardt: WAT destroyallsoftware.com
[4:17]
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Gary Bernhardt: The Birth & Death of Javascript destroyallsoftware.com
[29:22]
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Spatial Hashing zufallsgenerator.github.io
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Tangle worrydream.com
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Mathigon world.mathigon.org
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Tailspin will.thimbleby.net
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Visualgo visualgo.net
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Cave Culling Algorithm in Minecraft tomcc.github.io
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Active Essays on the Web tinlizzie.org
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Garbage Collection spin.atomicobject.com
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Tetris in Clojure shaunlebron.github.io
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Setosa setosa.io
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