David Marx

anthology-of-modern-ml. Collection of important articles to be treated as a textbook

psaw. Python Pushshift.io API Wrapper (for comment/submission search)

video-killed-the-radio-star. Notebook and tools for end-to-end automation of music video production with generative AI

ComfyUI-Keyframed. ComfyUI nodes to facilitate prompt/parameter keyframing

bench-warmers. DigThatData's Public Brainstorming space

Topological-Anomaly-Detection. Topological Anomaly Detection (TAD) per Gartley and Basener 2009

Multi-Modal-Comparators. Unified API to facilitate usage of pre-trained "perceptor" models, a la CLIP

keyframed. Simple, expressive, pythonic datatypes for manipulating curves parameterized by keyframes and interpolators.

zero-shot-intent-classifier. Minimal zero-shot intent classifier for arbitrary intent slot filling, via LLM prompting w LangChain.

VideoLinkBot. Reddit bot that posts a comment with all of the video links in a submission. Currently only supports YouTube.

digthatdata-comfyui-workflows. Sharing some of my secret sauce ;)

notebooks. misc notebooks i wanted to put in tracking

cka_pytorch. Reproducing Raghu et al 2021 - Do Vision Transformers See Like Convolutional Neural Networks?

Scrape-Subreddit-Users. Utilities for identifying users subscribed to s subreddit, downloading their comment histories, and analyzing their commenting behavior

papers-feed-template. System which logs and analyzes arxiv reading activity, using github as a serverless database and processing runtime

not-a-package-manager. utilities to facilitate working with codebases that don't ascribe to normal package management paradigms, e.g. ML research code that can be cloned but not installed.

the-rest-of-the-fucking-owl. Trigger an LLM in your CI/CD to auto-complete your work

ComfyUI-AudioReactive. porting audioreactivity pipeline from vktrs to comfyui.

papers-feed. System which logs and analyzes academic reading habits

reddit_comment_scraper. Simple python script to download reddit user comments.

TextSummarization. Simple text LexRank text summarization in python

sd-lazy-wildcards. sd-webui wildcards filled by LLM, no wordlist files required

awesome-llm-utilities. Tooling and frameworks to support building tools that utilize LLM agents

stars. Python

jax-docker. containerized jax environment

workbench. A simple brainstorming space, powered by the github front-end + github actions.

textbooks-dataset. Curated dataset of open source textbooks

ai-ethics-in-the-wild. some stuff that's worth talking about

split_csv. This tool takes a CSV file and splits it into separate files based on the contents of one or several columns. Accompanying scripts add line counts to filenames and convert the output CSV's into formatted .xlsx files (specially formatted for my specific needs, but the code is easily modifiable).

inverse-heat-dissipation. [WIP] Implementation of Rissanen et al, "Generative Modelling With Inverse Heat Dissipation" - https://arxiv.org/pdf/2206.13397.pdf

anthology-of-ml-for-ai-art. like dmarx/anthology-of-machine-learning, but focused on important papers in AI art

keyframed_chatgpt. An experiment pair-programming with ChatGPT. Reference the commit-to-commit diffs to see how this developed each step of the way.

llm-tools. unopinioated misc utilites and templates for building things with LLMs

ComfyUI-TSP. Animation smoothing via frame permutation using Traveling Salesman optimization

congressional-rollcalls. Database of congressional roll call votes scraped from THOMAS and accompanying code used to build database

auto-tagger. use an LLM (chatgpt) to automatically categorize documents

realboy. believable twitter bot

gh-store. Object store implementation that uses GitHub Issues as the storage backend and Github Actions for the computation runtime.

mines. Minesweeper clone in python. Mainly a toy for playing with probability and AI.

papers-feed-flush. TypeScript

Reddit_response_to_Trump. Quantifying the Reddit community's response to US political turmoil following the election of Donald Trump

ComfyUI-VKTRS. WIP Suite of interoperating node packs inspired by the Video Killed The Radio Star *Diffusion* notebook

deforum-stable-diffusion. Jupyter Notebook

d3-mines. "High-Dimensional Minesweeper" game in D3

make_for_datascience. Demonstration of how to use Gnu Make effectively in a robust data analytics pipeline

discord-comfybot. Simple and powerful Discord bot that uses ComfyUI as a backend

opinionated_models. just trying to keep track of what models I think are the current "go-to's" for various purposes

ai-gha. Starter template for agentic programming with github actions as the runtime

papers-feed-yanaiela. TypeScript

fast-and-simple-dense-retrieval. yet another vector database

TravelingSalesmanMCMC. Playing with a simple traveling salesman problem as an excuse to play with some optimization algorithms I haven't had an opportunity to play with in a while.

whats-in-a-name. [WIP] probing identity and bias in text to image models

home. https://dmarx.github.io/home/

sandbox. misc experiments

home-old. 🌱 a fast, batteries-included static-site generator that transforms Markdown content into fully functional websites

StyleGANXL-CLIP. A notebook for text-based guided image generation using StyleGANXL and CLIP.

papers-feed-frontend-dev. testbed for overhaul