Frank's Links

Why Create This

I wanted to create this page to keep track of helpful resources that I found around the web. The bookmarks tab for the search engine that I use is not really helpful beyond a certain number of links, and it is sometimes hard to remember why I bookmarked a certain page or why the page is useful. Below, you can explore the links that I have saved or search for a link with a description of what you are looking for.

Search Links

Links

YouTube Channel with Interesting Coding Projects

02/19/2025 https://www.youtube.com/@SebastianLague This 27yo South African YouTuber makes some of the best coding “adventure” videos. — Making chess and a minimax chess AI from scratch — Rendering fluid animation — How computers work Each video is a 30-90minute complete crash course in a CS subfield. Must watch channel.

YouTube Video on Streaming LLM APIs

02/07/2025 https://www.youtube.com/watch YouTube Video on Streaming LLM APIs. Not an important link, but something that I am implementing now that I want to reference.

Open Router

02/06/2025 https://openrouter.ai/ "A unified interface for LLMs": A good resource for using all different kinds of LLMs.

Hints on Pronouncing Ancient Greek Names

02/02/2025 https://web.eecs.utk.edu/~bmaclenn/Classes/US210/pron.html Resource on how to better pronounce Greek names

Social Media Share Button Guides

01/24/2025 https://properprogramming.com/blog/create-39-social-network-share-link-generator-and-guide-2023/ Link to page that tells you how to share articles on 39 different social media sites / websites.

HuggingFace Massive Text Embedding Benchmark (MTEB) Leaderboard

01/24/2025 https://huggingface.co/spaces/mteb/leaderboard Massive Text Embedding Benchmark (MTEB) Leaderboard. Link to a leaderboard that compares text embeddings according to the MTEB benchmark.

Wikipedia List of Human Emotions

01/24/2025 https://simple.wikipedia.org/wiki/List_of_emotions Using this list of human emotions to change the way annotation nodes are implemented.

Fonts In Use

01/20/2025 https://fontsinuse.com/ Fonts In Use is a public archive of typography indexed by typeface, format, industry, and period. Supported by examples contributed by the public, it documents and examines graphic design with the goal of improving typographic literacy and appreciation. Good website displaying interesting typography.

GitHub Flavored Markdown

01/15/2025 https://github.github.com/gfm/ The version of markdown that I am going to use for Markdown to HTML conversions.

FFmpeg by Example

01/14/2025 https://ffmpegbyexample.com/ FFmpeg By Example is a documentation website to showcase all the unique and different ways to use FFmpeg. The site lists different ways to use ffmpeg with explanations.

Tom Select

01/13/2025 https://tom-select.js.org/ Tom Select is a dynamic, framework agnostic, and lightweight (~16kb gzipped) <select> UI control. With autocomplete and native-feeling keyboard navigation, it's useful for tagging, contact lists, country selectors, and so on. Tom Select was forked from selectize.js with four main objectives: modernizing the code base, decoupling from jQuery, expanding functionality, and addressing issue backlogs. I am probably going to replace my select implementation (don't like it).

Haskell MOOC

01/06/2025 https://haskell.mooc.fi/material/ Supposedly a good resource for learning Haskell.

List of Resources to Learn Aerospace Engineering

01/06/2025 https://www.reddit.com/r/Python/comments/kbrnm/provisionary_list_of_aerospace_textbooks/ A link to a Reddit post on resources to learn more about Aerospace Engineering.

Scientific Python Lectures

01/05/2025 https://lectures.scientific-python.org/ One document to learn numerics, science, and data with Python. Something you may want to go over someday.

Roadmap for Learning Blender

01/01/2025 https://www.reddit.com/r/blender/comments/101z60g/a_roadmap_for_learning_blender3d/ I want to learn blender because I heard that it is a good prerequisite to learning ThreeJS. This link URL links to a comment that gives (supposedly) great advice on how to learn Blender.

WebSocket Status Codes

12/14/2024 https://datatracker.ietf.org/doc/html/rfc6455#section-7.4.1 The linked site provides a list of status codes and their meanings when WebSocket connections send a Close frame.

CS231n Convolutional Neural Networks for Visual Recognition

11/18/2024 https://cs231n.github.io/ These notes accompany the Stanford CS class CS231n: Convolutional Neural Networks for Visual Recognition. For questions/concerns/bug reports, please submit a pull request directly to our git repo.

Regex Search

11/18/2024 https://regex101.com/ I was going to create a project implementing regex search, but this website already does this well. You can search a document / text with regular expressions, copy matches, and everything.

Github Repo that Provides Links to How to Build a Lot of Different Software-related Things

11/16/2024 https://github.com/codecrafters-io/build-your-own-x#build-your-own-database Github Repo that Provides Links to How to Build a Lot of Different Software-related Things: examples include: database, docker, cryptocurrency, game, git, network stack.

Anthropic Prompt Engineering

11/15/2024 https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview Link to prompt engineering guide by Anthropic. Prompt engineering is something that is emphasized in their documentation, so I am going to try to learn more about it.

Multimarkdown

11/14/2024 https://fletcherpenney.net/multimarkdown/ I was reading something about pandoc and this flavor of markdown looked interesting.

ollama

11/11/2024 https://ollama.com/ ollama is a way to run large language models locally. I have it installed on my machine.

Formatting Magick Identify Command

11/11/2024 https://imagemagick.org/script/escape.php There are copious amounts of extra data associated with images (metadata), beyond the actual image pixels. This metadata can be useful, either for display, or for various calculations, or in modifying the behavior of later image processing operations. You can utilize percent escapes in a number of options, for example in -format or in montage -label, to print various properties and other settings associated with an image.

Installing ffmpeg on Linux Machines

10/25/2024 https://www.johnvansickle.com/ffmpeg/faq/ Wanted to keep this link on installing ffmpeg on Linux machines in case I need to use it in the future.

National Gallery of Art Open Data

10/17/2024 https://github.com/NationalGalleryOfArt/opendata This link is for the national gallery of art open data program. I am going over style transfer and wanted good examples of art to use to test out the style transfer model and found this repo which I might want to use for something.

Pronunication Guide

10/07/2024 https://www.oxfordlearnersdictionaries.com/us/about/pronunciation_american_english Quick reference to look at when you don't understand a dictionary pronunciation.

Recurrent World Models Facilitate Policy Execution

09/14/2024 https://worldmodels.github.io/ We explore building generative neural network models of popular reinforcement learning environments. Our world model can be trained quickly in an unsupervised manner to learn a compressed spatial and temporal representation of the environment. By using features extracted from the world model as inputs to an agent, we can train a very compact and simple policy that can solve the required task. We can even train our agent entirely inside of its own dream environment generated by its world model.

GloVe: Global Vectors for Word Representations

09/14/2024 https://nlp.stanford.edu/projects/glove/ GloVe is an unsupervised learning algorithm for obtaining vector representations of words. Training is performed on aggregtaed word-word co-occurence statistics from a corpus, and the resulting representations showcase interesting linear substructures of the word vector space. You can get pre-trained word vectors here.

Keras-GAN Repository

09/13/2024 https://github.com/eriklindernoren/Keras-GAN Maintained by Erik Linder-Noren, this is an excellent resource for many Keras examples of important Generative Adverserial Networks (GANs) from the literature.

LSTM Chistopher Olah Blog Post

09/12/2024 https://colah.github.io/posts/2015-08-Understanding-LSTMs/ A blog post on understanding LSTM's by Christopher Olah that I was recommended to read. It is a complicated subject, so I wanted an additional resource on it.

Karpathy Article on Backpropagation

09/02/2024 https://karpathy.medium.com/yes-you-should-understand-backprop-e2f06eab496b Explaining back propagation in English and some reasons there might be problems in Neural Networks. Gives a justification for computing backpropagation by hand at least once.

Feature Engineering Techniques for Machine Learning in Python

08/31/2024 https://www.youtube.com/watch Feature Engineering Techniques for Machine Learning in Python - one of the most important things when it comes to machine learning models.

NFL Stats

08/29/2024 https://nflsavant.com/about.php NFL statistics, including play-by-play.

Scikit-Learn Metrics for Evaluating Machine Learning Models

08/29/2024 https://scikit-learn.org/stable/modules/model_evaluation.html Links to a page that goes over all of the metrics that you might use to evaluate machine learning models.

Papers with Code

08/22/2024 https://paperswithcode.com/ More and more ML papers are released along with their implementation, and sometimes even with pretrained models. Check out https://paperswithcode.com/ to easily find them.

Using Anaconda in VSCode

08/21/2024 https://docs.anaconda.com/working-with-conda/ide-tutorials/vscode/ Article goes into using anaconda in vscode. Might be helpful to look at sometime.

Github Issue Talking About Safari Making Content Invisible On Scroll

08/03/2024 https://github.com/janpaepke/ScrollMagic/issues/467 This is a Github issue that discusses the visibility of content being hidden on scroll in safari and ways to fix the issue.

Review Linear Algebra YouTube Course

08/03/2024 https://www.youtube.com/watch I want to review Linear Algebra and this looks ike a good YouTube course to review the information.

Graphics Magic Command Line Utility Documentation

08/01/2024 http://www.graphicsmagick.org/GraphicsMagick.html Command line utility for graphics magick "gm" documentation.

iOS Hover Problem

07/23/2024 https://humanwhocodes.com/blog/2012/07/05/ios-has-a-hover-problem/ On mobile devices, safari has an issue where the click event does not fire on an element due to :hover styling. This article explains the issue with :hover in safari on mobile devices.

Google Site Reliability Engineering Document

07/18/2024 https://sre.google/sre-book/table-of-contents/ Site Reliability Engineering is focused on operating services atop distributed computing systems. "This book is an attempt to expan how we do things" - to keep Google services running. Might want to read.

Magick++ Tutorial

05/30/2024 https://imagemagick.org/Magick++/tutorial/Magick++_tutorial.pdf A tutorial of the Magick++ graphics library - a graphics library that is a set of C++ wrapper classes the provide access to the ImageMagick package functionality from within a C++ application.

How to Change the Value of a File Input

05/24/2024 https://pqina.nl/blog/set-value-to-file-input/ How to change the value of an <input type="file"/> input from pqina.com.

Learning Docker

05/21/2024 https://github.com/dthtien/ebook-2/blob/master/Docker/Learning%20Docker.pdf Gitub repository with various resources for learning Docker. Docker is a set of platform as a service (PaaS) products that use OS-level virtualization to deliver software in packages called containers.

Ilya Sutskever Recommended Machine Learning Papers

05/11/2024 https://arc.net/folder/D0472A20-9C20-4D3F-B145-D2865C0A9FEE Ilya Sutskever gave John Carmack this reading list of approx 30 research papers and said, ‘If you really learn all of these, you’ll know 90% of what matters today.’ w.r.t. Machine Learning / Artificial Intelligence

Standard Go Project Layout

04/25/2024 https://github.com/golang-standards/project-layout This is a basic layout for Go application projects. Note that it's basic in terms of content because it's focusing only on the general layout and not what you have inside.

Matplotlib to D3 Python Library

04/24/2024 https://mpld3.github.io/ Library that you may want to look into for displaying Matplotlib graphs in the browser using d3.js

uNetworking JS Framework Github Rep

04/23/2024 https://github.com/uNetworking/uWebSockets.js Link is to the uWebworking JS github repository. This framework was written in C++ and offers much higher speeds than ExpressJS.

Google Style Guide for Python Docstrings

04/23/2024 https://google.github.io/styleguide/pyguide.html#38-comments-and-docstrings This webpage talks aboy Google's preferences for writing Python code. The section that is liked in the url links to the section of the webpage that talks about how Google formats their python docstrings.

Anthology of Modern ML Papers

04/21/2024 https://github.com/dmarx/anthology-of-modern-ml ASnothology of Machie Learning papers taht I may want to go through later after learning more of the basics

Scikit Learn Choosing Estimator

04/15/2024 https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html Links to a helpful diagram that should help you choose the right estimator top build machine learning models with

Datasets Subreddit

04/11/2024 https://www.reddit.com/r/datasets Link from Hands On Machine Learning With Scikit-Learn and Tensor Flow from section which shows resources where you can get data

Wikipedia's List of Machine Learning Datasets

04/11/2024 https://homl.info/9 Link from Hands On Machine Learning With Scikit-Learn and Tensor Flow from section which shows resources where you can get data

Amazon's AWS Datasets

04/11/2024 https://registry.opendata.aws/ Link from Hands On Machine Learning With Scikit-Learn and Tensor Flow from section which shows resources where you can get data

Kaggle Datasets

04/11/2024 https://www.kaggle.com/datasets Link from Hands On Machine Learning With Scikit-Learn and Tensor Flow from section which shows resources where you can get data

UC Irvine Machine Learning Repository

04/11/2024 http://archive.ics.uci.edu/ml/ Link from Hands On Machine Learning With Scikit-Learn and Tensor Flow from section which shows resources where you can get data

Github Repo for Hands-On Machine Learning With Scikit / TensorFlow Textbook

04/11/2024 https://github.com/ageron/handson-ml2 Github repository for Hands-On Machine Learning with Scikit Learn and TensorFlw. This github repository contains some code that is not included in the textbook.

Good Youtube Channel for Learning Canvas

04/09/2024 https://www.youtube.com/@Frankslaboratory Found this really good youtube channel that can help you get better at HTML Canvas

Learning D3.js

04/08/2024 https://www.youtube.com/playlist Learning D3.js with this youtube tutorial + the docs (I don't find the docs to be that understandable).

Learning Python, Data Science, and ML

04/04/2024 https://github.com/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.01-Help-And-Documentation.ipynb Github Repository containing jupiter notebooks that contain information on python, numpy, pandas, scikitlearn, and matplotlib for learning data science / machine learning

Learning Pandas

04/03/2024 https://www.youtube.com/watch I needed to learn the Pandas python library because the language seems to have changed a lot since I last did anything with it and the videos that I am watching on machine leartning application use an outdated version of pandas.

AWS SignIn

04/02/2024 https://signin.aws.amazon.com/signin Adding a Link to sign into the AWS console

Learning Applied AI

04/02/2024 https://www.youtube.com/watch Youtube channel that I am using to learn more about AI to work on some projects related to it. Mainly started watching these videos to learn about how to show vector embeddings related to poll results

Personal Website

04/02/2024 https://frankmbrown.net/ Link to my personal website

Visulaizing MNIST Database

04/02/2024 https://colah.github.io/posts/2014-10-Visualizing-MNIST/ Blog post on visualizing MNIST database. It provides a description of fimensional reductionality for the purpose of data visualization.