dmarx
Engineer / Machine Learning Researcher interested in deep learning, probabilistic ML, generative models, multi-modal SSL, visual understanding, geometric
CoreWeave, EleutherAISeattle, WA
Pinned Repositories
anthology-of-modern-ml
Collection of important articles to be treated as a textbook
bench-warmers
DigThatData's Public Brainstorming space
ComfyUI-Keyframed
ComfyUI nodes to facilitate prompt/parameter keyframing
digthatdata-comfyui-workflows
Sharing some of my secret sauce ;)
Multi-Modal-Comparators
Unified API to facilitate usage of pre-trained "perceptor" models, a la CLIP
notebooks
misc notebooks i wanted to put in tracking
psaw
Python Pushshift.io API Wrapper (for comment/submission search)
Topological-Anomaly-Detection
Topological Anomaly Detection (TAD) per Gartley and Basener 2009
video-killed-the-radio-star
Notebook and tools for end-to-end automation of music video production with generative AI
dmarx's Repositories
dmarx/Multi-Modal-Comparators
Unified API to facilitate usage of pre-trained "perceptor" models, a la CLIP
dmarx/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.
dmarx/ai-ethics-in-the-wild
some stuff that's worth talking about
dmarx/keyframed_chatgpt
An experiment pair-programming with ChatGPT. Reference the commit-to-commit diffs to see how this developed each step of the way.
dmarx/deforum-stable-diffusion
dmarx/1D-StateSpace
This repository contains the implementation of an efficient joint beat, downbeat, tempo, and meter tracking system using a compact 1D probabilistic state space and a jump-back reward technique. ICASSP 2022.
dmarx/advent-of-code-2022
https://adventofcode.com/2022
dmarx/clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
dmarx/COTR
Code release for "COTR: Correspondence Transformer for Matching Across Images"(ICCV 2021)
dmarx/diffusers
dmarx/dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
dmarx/DLAIE
Materials for Hawley's Deep Learning & AI Ethics course
dmarx/DPT
Dense Prediction Transformers
dmarx/einops-exts
Implementation of some personal helper functions for Einops, my most favorite tensor manipulation library ❤️
dmarx/enhancing-transformers
An unofficial implementation of both ViT-VQGAN and RQ-VAE in Pytorch
dmarx/kernex
Stencil computations in JAX
dmarx/lucidity
an anthology of lucidrains' open source work
dmarx/madmom
Python audio and music signal processing library
dmarx/make-a-video-pytorch
Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch
dmarx/mdetr
dmarx/metadata_archaeology
Official code for the paper: "Metadata Archaeology"
dmarx/pims
Python Image Sequence: Load video and sequential images in many formats with a simple, consistent interface.
dmarx/prompt-to-prompt
dmarx/python-gatenlp
Python text processing, pattern matching, and NLP framework
dmarx/stability-sdk
SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)
dmarx/stannum
Fusing Taichi into PyTorch
dmarx/tensor-to-image
paper: https://arxiv.org/abs/1611.07004
dmarx/traitlet_widgets
Widget generation from a traitlets HasTraits model
dmarx/webvid
Large-scale text-video dataset. 10 million captioned short videos.
dmarx/whisper
Robust Speech Recognition via Large-Scale Weak Supervision