Bookmarks

This document stores important links gathered from all over the internet. Drawn from:

Bookmarks

Handy Statistical Lexicon   glossary

Link: https://statmodeling.stat.columbia.edu/2009/05/24/handy_statistic/

List of important but underrated statistical concepts.

[2022-07-29 Fri]

Programming Historian   learning opensource teaching

Link: http://programminghistorian.org/en/lessons/

Peer-reviewed tutorials on digital tools, workflows for researchers and educators. Open-source and run by volunteers. Creating interactive text-based games looks very interesting, could improve student engagement if implemented well.

[2022-07-29 Fri]

typing.io   typing

Link: https://typing.io/

Typing practice focused on programmers.

[2022-07-29 Fri]

Abstract Algebra Topics   glossary

Link: https://en.wikipedia.org/wiki/List_of_abstract_algebra_topics

Wikipedia entry.

[2022-07-29 Fri]

Linear Algebra Topics   glossary

Link: https://en.wikipedia.org/wiki/Outline_of_linear_algebra

Wikipedia entry.

[2022-07-29 Fri]

Algebraic Geometry Topics   glossary

Link: https://en.wikipedia.org/wiki/List_of_algebraic_geometry_topics

Wikipedia entry.

[2022-07-29 Fri]

Group Theory Topics   glossary

Link: https://en.wikipedia.org/wiki/List_of_group_theory_topics

Wikipedia entry.

[2022-07-29 Fri]

distill.pub   blog ml

Link: https://distill.pub/

Great blog on Machine Learning.

[2022-07-29 Fri]

StudyStack Language Flashcards   language

Link: https://www.studystack.com/Languages

Self-contained and works on the browser itself.

[2022-07-29 Fri]

Graph theory with D3   teaching

Link: https://d3gt.com/unit.html

Looks like a great resource for anyone starting with graph theory.

[2022-07-29 Fri]

Expat-Finland Guidebook   finland

Link: https://www.expat-finland.com/

Single web-page with relevant links for anyone who has recently moved to Finland.

[2022-07-29 Fri]

Programmer Competency Matrix   programming selfdev

Link: https://sijinjoseph.com/programmer-competency-matrix/

Gives a rough idea of what one's next steps should be.

[2022-07-29 Fri]

Tests aren't enough   python

Link: https://sethmlarson.dev/blog/tests-arent-enough-case-study-after-adding-types-to-urllib3

Failure modes of tests compared to type safety.

[2022-07-29 Fri]

Algorithmic Paradigm Topics   glossary

Link: https://en.wikipedia.org/wiki/Algorithmic_paradigm

Wikipedia entry.

[2022-07-29 Fri]

sp-monte-carlo blog   blog ml

Link: https://sites.google.com/view/sp-monte-carlo/blog-posts

Blog on statistics, modeling etc.

[2022-07-29 Fri]

Algorithms for Competitive Programming   glossary

Link: https://cp-algorithms.com/#navigation

[2022-07-29 Fri]

NeuG USB Random Number Generator   product

Univariate Distribution Relation chart   glossary

Chevron Mass Industrial Poisoning   

Poverty and Human Development in Different Economic Systems   

Link: https://twitter.com/jasonhickel/status/1528326657500758016

This thread has some papers which look interesting.

[2022-07-29 Fri]

British MPs and Irish Passports   

US National Debt Through the Ages   

Overthewire Wargames   infosec

Link: https://overthewire.org/wargames/

Collection of great infosec exercises similar to a CTF format.

[2022-07-29 Fri]

CTF practice sites and tools   infosec

Link: http://54.212.176.14/practice-ctf/

Collection of content related to CTFs.

[2022-07-29 Fri]

Hackerone Active Bug Bountry Programs   infosec

Computer and Network Security by Avinash Kak   infosec

Link: https://engineering.purdue.edu/kak/compsec/NewLectures/

Course on computer security grounded in mathematical as well as pragmatic content.

[2022-07-29 Fri]

CMSC389J - Introduction to Reverse Engineering   infosec

Link: https://gitlab.com/drakemp/cmsc389j

[2022-07-29 Fri]

budgetbytes.com   food

Link: https://www.budgetbytes.com/

Collection of cheap yet tasty recipes.

[2022-07-29 Fri]

Adobe Creative Suite Open-Source Alternatives   opensource

Data, Inference, and Decisions UCBerkeley   course ml

Link: https://data102.org/fa21/

[2022-07-30 Sat]

Computational Medicine CMU   course bioinfo

Link: https://sites.google.com/view/computationalmedicine/home?authuser=0

Has a great section with background material for people with little prior experience.

[2022-07-30 Sat]

keybr.com   typing

Link: https://www.keybr.com/

Typing practice with progressively increasing difficulty.

[2022-07-30 Sat]

Rosalind Programming Problems   compprog bioinfo

Link: https://rosalind.info/problems/list-view/

List of programming problems related to bioinformatics.

[2022-07-30 Sat]

Great Ideas in Theoretical CS CMU   course teaching tcs

Link: https://www.cs.cmu.edu/~15251/schedule.html

Related to teaching, the extra column with Notes looks like a great idea, also the content covered is quite comprehensive.

[2022-07-30 Sat]

Principles of Imperative Computation CMU   teaching programming

Functional Programming CMU   course programming

Competitive Programming and Problem Solving CMU   course compprog

Link: https://contest.cs.cmu.edu/295/

[2022-07-30 Sat]

Introduction to Computer Systems CMU   course cs

Logic Through Python   course teaching logic python

Link: https://www.logicthrupython.org/

Great course which goes over logic using Python.

[2022-07-30 Sat]

nbgrader   teaching python

Link: https://nbgrader.readthedocs.io/en/stable/

Great tool to automatically grade code written in Jupyter notebooks, as used in CS-E4890 - Deep Learning at Aalto University.

[2022-07-30 Sat]

Virtual Teaching Doesn’t Mean Giving Up on the Live Lecture   teaching

Link: https://graphics.stanford.edu/~kayvonf/notes/virtualclassroom/

Some great tips on how to conduct online lectures and similar events

[2022-07-30 Sat]

Introduction to Colour Schemes   teaching writing

Link: https://personal.sron.nl/~pault/

Information about colour schemes which is relevant for scientific communication about any diagram which involves colour. [2022-07-30 Sat]

Design and Analysis of Algorithms Stanford   course algorithms

Awesome Algorithms   compprog

Intellectual Mathematics   blog teaching course

Link: https://intellectualmathematics.com/manifesto/

Great online textbooks on introductory math topics like calculus, history of mathematics, geometry etc.

[2022-07-30 Sat]

Mathematical Foundations of Computing Stanford   course cs

Link: https://web.stanford.edu/class/cs103/

[2022-07-30 Sat]

Great Ideas in Computer Science Stanford   course cs

Zen of Scientific Computing   rse

Stripe Atlas   startup

Link: https://stripe.com/en-se/atlas/global

Toolkit which takes care of a lot of administrative details related to running a startup.

[2022-07-30 Sat]

Squat Related Stretching    exercise

Tip on How to Manage TODO List    selfdev

Motivational Quote @iamtrask   selfdev

PhD Survival Thread   selfdev phd 

Networking at Conferences Thread   phd selfdev 

Intuitions for the Algorithms of Machine Learning Duke   course ml

Link: https://users.cs.duke.edu/~cynthia/teaching.html

By Cynthia Rudin.

[2022-08-01 Mon]

EmacsConf 2019 - 26a - Emacs: The Editor for the Next Forty Years - Perry E. Metzger (pmetzger)   emacs

Music app for Android   app

How to create a research poster   research

Link: https://www.youtube.com/watch?v=SYk29tnxASs

Linked by Cindy via Max.

[2022-10-10 Mon]

Differential Programming in JAX   jax

Computer Vision York   course

Introduction to Data Analysis in the Biological Sciences Caltech   course

Link: https://bebi103a.github.io/index.html

[2022-12-17 Sat]

Statistical Inference in the Biological Sciences Caltech   course

Probability, Mathematical Statistics, Stochastic Processes Online Resource   course teaching

Link: http://www.randomservices.org/random/

Great resource on the topic with multiple web apps as well.

[2022-12-17 Sat]

Informative Cards on Machine Learning and Related Topics, Frank Nielsen   ml

Link: https://franknielsen.github.io/Cards/index.html

There are 510 cards at the time of saving this bookmark.

[2022-12-17 Sat]

AI-Job Listings   job

Link: https://ai-jobs.net/

[2022-12-17 Sat]

Advanced Matrix Factorization Jungle   ml

Link: https://sites.google.com/site/igorcarron2/matrixfactorizations

Resources related to matrix factorization.

[2022-12-17 Sat]

UChicago Mathematics Research Experience for Undergraduates Program   teaching math

Explanation and Reproducibility in Data-Driven Science   research

Link: https://statmodeling.stat.columbia.edu/2023/01/03/explanation-and-reproducibility-in-data-driven-science-new-course/

Great links to papers which cover a broad range of topics such as statistical significance, interpretability and explainability, reproducibility and replicability etc. in medicine, psychology, machine learning etc.

[2023-01-05 Thu]

Papers, blog posts etc. about machine learning systems in production   practical

FLOSS interview with org-mode creator Carsten Dominik   emacs

Elizabeth Spelke's webpage, Developmental Psychology and more   psychology cognitive science

Link: https://www.harvardlds.org/our-labs/spelke-labspelke-lab-members/elizabeth-spelke/

Based on titles, there are a lot of interesting papers here. Would be nice to have a closer look, especially at the What Babies Know book.

[2023-03-08 Wed]

UFF second hand items Helsinki   finland

Link: https://uff.fi/

[2023-03-09 Thu]

Train stop near to big lake   helsinki

Link: Järvenpää

[2023-03-09 Thu]

Rocketbook - A notebook that syncs notes to the cloud   coding

The Nature of Poly-Existentials: Basis for Abolishment of The Western Intellectual Property Rights Regime   foss

HuggingFace sentence-transformers embeddings   emacs

Link: https://huggingface.co/sentence-transformers

Might be able to use this instead of OpenAI's embeddings in the emacs ekg package.

[2023-03-12 Sun]

planet.emacslife.com   emacs

Link: https://planet.emacslife.com/

Blog about emacs.

[2023-03-13 Mon]

karthinks.com   emacs

Link: https://karthinks.com/

[2023-03-13 Mon]

HayStack - Semnatic Search Engine   foss pml

Finnish Public Sauna map   finland

PineNote (Remarkable etc. alternative)   @personal

Link: https://www.pine64.org/pinenote/

[2023-04-02 Sun]

Practical Machine Learning Stanford   ml

Stylish White CSS for org-export   website

Maquia: When the Promised Flower Blooms   watchlist

Said to be a good emotional movie.

[2023-04-17 Mon]

Map of GitHub   config

Link: https://anvaka.github.io/map-of-github/#2/0/0

Cool interactive map of projects in GitHub, clustered with similar projects closeby which together make up multiple "nations" with names like "Lispania" etc.

[2023-05-21 Sun]

git-annex   storage

Link: https://git-annex.branchable.com/

Tool to manage large files in git without storing the file contents in git.

[2023-05-21 Sun]

activity-watch   timetracking

Link: https://activitywatch.net/

Privacy-first application for time-tracking on devices.

[2023-05-21 Sun]

Kahvila Rakastan   helsinki

[2023-05-24 Wed]

The Architecture of Open Source Applications   foss

Link: https://aosabook.org/en/#500lines

[2023-06-18 Sun]

Hydroanaut - Use Hydra and MLflow together   coding

Book of Statistical Proofs   math

Link: https://statproofbook.github.io/I/ToC

[2023-06-18 Sun]

Hinton's Courseera Deep Learning course Lectures   lectures

Deep Reinforcement Learning Bootcap 2017   ml

Streamlit cheatsheet - A Python package to easily deploy Python scripts as web applications   package

RayServe - Python package to help with ML production   ml

PySR - Symbolic Regression in Python   ml

Link: https://astroautomata.com/PySR/

[2023-06-30 Fri]

Docsify.js   website

Link: https://github.com/docsifyjs/docsify/

Great way to make project websites and documentation in one go.

[2023-08-26 Sat]

The purest coding style   coding

Ambdahl's law   productivity

Asking for a letter of recommendation   professional

Learn Vim for the Last Time   vim

Link: https://danielmiessler.com/p/vim/

[2023-10-01 Sun]

Werner's Nomenclature of Colours

Link: https://www.c82.net/werner/

[2023-10-14 Sat]

ML from Human Preferences Course Stanford   ml

UCBerkeley Deep Reinforcement Learning course 2023   ml rl

European night-train map   travel

gigaGPT - GPT3 sized models with ~600 lines of code   ml

Link: https://github.com/Cerebras/gigaGPT

[2023-12-13 Wed]

Two-envelopes problem

Nonmonotic login

UWCS RS118 Rust Course

Link: https://rs118.uwcs.co.uk/

[2024-02-11 Sun]

Matomo cookieless website analytics

Information Geometry in Machine Learning Blog

Libreboot project

The Illustrated Machine Learning Website

120 Data Science Interview Questions

Lightning AI Deep Learning Fundamentals Course

How to setup Facebook with bitlbee-facebook

Gadsby novel - contains only 4 works with 'e'

Git Merge, Squash and Rebase

Recurse - Programming Retreat

Link: https://www.recurse.com/

[2024-02-16 Fri]

Polyglot Keyboard

Google Machine Learning Education

r/FreeMediaHeckYeah

firstbase - Service to incorporate US company

Link: https://www.firstbase.io/

[2024-02-16 Fri]

Old video example without copyright strike on music

karl-voit.at

Link: https://karl-voit.at/

Good blog.

[2024-02-16 Fri]

f3d - Minimalist 3D viewer

Link: https://github.com/f3d-app/f3d

Might be relevant if working on protein folding applications.

[2024-02-16 Fri]

Modern Unix Programs

Blog on LLVM and related material

Link: https://blog.regehr.org/

[2024-02-16 Fri]

Website Privacy Inspector

Link: https://themarkup.org/blacklight

[2024-02-16 Fri]

Frank Nielsen's cards on Machine Learning and related material

What are embeddings?

SFU Resources on HPC related work

Link: https://training.westdri.ca/

[2024-02-16 Fri]

Eureka - Archimedeans Magazine

Short-term research project advice

Professional Programming Resources

Mathematics of IA by Gabriel Peyre

Gandalf.lakera.ai

Link: https://gandalf.lakera.ai/

LLM jailbreaking challenge.

[2024-05-27 Mon]

The Nature of Code

Link: https://natureofcode.com/

[2024-05-27 Mon]

explorabl.es

Link: https://explorabl.es/

A hub for learning through play.

[2024-05-27 Mon]

ciechanow.ski

Link: https://ciechanow.ski/archives/

Great visualization of engineering related topics.

[2024-05-27 Mon]

Interactive Machine Learning blogposts

Opinionated History of Mathematics

Spritely: Decentralized Network (Software) Technology

SFU Training on UNIX and related tools

A Data-Centric Introduction to Computing   teaching

Emacs 29.4 (Org mode 9.6.15)