Short pieces, working notes and teaching material by Vasili Gavrilov (ORCID 0009-0007-9371-5994).
Papers with a DOI live in articles. This repository is for everything shorter than a paper: essays, posts worth keeping, worked problems, and notes written for students.
montihall/ |
The Monty Hall problem worked through as renormalisation, with the scripts, the tables and the figures that produced each number |
EmergenceEssay/ |
Emergence Does Not Care About Substrate |
UnderfittingOverfitting/ |
Underfitting and overfitting, with the spline analogy |
LeCunCounterpoint/ |
Material for a disagreement with LeCun's position |
durable_cs_curriculum.md |
The Durable Core: a computer-science curriculum for the AI era, written for students and graduates. Companion to the frameworks essay |
frameworks_are_for_humans.md |
Why a framework is for humans, not machines |
tips_working_with_claude.md |
Working practices for coding agents |
model_selection_no_free_lunch.txt |
Model selection and the no-free-lunch theorems |
BEANSTALK_AUTO_DEPLOY_public.md |
Elastic Beanstalk auto-deploy, written up for reuse |
images/ |
Cover images and figures used by the pieces above |
The projects these notes come out of are separate repositories: ais, iac, bpnn, linearr, ljms, mincdp, SMBPANN.