ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy
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Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
The English version of 14 lectures on visual SLAM.
LaTeX files for the Deep Learning book notation
A Tufte-inspired LaTeX class for producing handouts, papers, and books
- tufte-latex
- tex
- latex
- latex-template
minted is a LaTeX package that provides syntax highlighting using the Pygments library. Highlighted source code can be customized using fancyvrb.
A complete alternative for Overleaf with VSCode + Web + Git Integration + Copilot + Grammar & Spell Checker + Live Collaboration Support. Based on GitHub Codespace and Dev container.
A selection of state-of-the-art research materials on trajectory prediction
- trajectory-prediction
- trajectory-generation
- social-interactions
- behavior-prediction
Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)
- knowledge-embedding
- paper-list
Best Current Practices regarding secure online communication and configuration of services using cryptography.
- cryptography
- applied-cryptography
- documentation
- best-practices
A lightweight (350MB) Lisp interpreter in Malbolge Unshackled, often dubbed the hardest turing complete programming language.
- programming-language
- lisp
- malbolge
- esoteric
Repository of my thesis "Understanding Random Forests"
A curated list of resources for the conservation, development, and documentation of low resource (human) languages.
- endangered-languages
- natural-language
- language-resources
- human-language
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
- agent-evaluation
- agent-harness
- agent-memory
- agent-skills
Book source for Controls Engineering in the FIRST Robotics Competition
[Writing] Claude / Codex skill for drafting abstracts, introductions, methods and experiments in the style of CVPR/ICCV/NeurIPS best papers, distilled from 60 award-winning papers.
- academic-writing
- agent-skills
- claude-skills
- codex
Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.
- mlr3
- machine-learning
- book
- bookdown
Survey companion for Computational Character Modeling: role-playing methods, data foundations, and evaluation, organized by the manuscript.
- awesome-list
- large-language-models
- role-playing-agents
- survey
Solutions to In-Class questions, Problem Sets and Exams of MIT Mathematics for Computer Science 2015 (same as 2019 Open Learning Library)
- calculus
- counting
- functions
- graph
Source code for the book "Game Boy Assembly Programming for the Modern Game Developer"
ECE 459: Programming for Performance, Winter 2015
drawings
- latex
- tikz
Two Class modules that are used to format a VBA Userform using the material design
- vba
- vba-userform
- material-design
- material
Cumulus. Threat modeling the Clouds.
- card-game
- cornucopia
- elevation-of-privilege
- eop