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Adam Colton's Projects

artcritic icon artcritic

codebase for finetuning stable diffusion using reinforcement learning

ascii-dataset icon ascii-dataset

Tools for loading and scraping ascii art as squarized tensors for use in machine learning

bevy-joust icon bevy-joust

A clone of the 1982 arcade game Joust, made with Rust and Bevy

captum icon captum

Model interpretability and understanding for PyTorch

clip-image-filter icon clip-image-filter

python cli tool to filter image datasets using clip prompts and a threshold

ddpo-pytorch-xl icon ddpo-pytorch-xl

DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support and sdxl support

distill-and-select icon distill-and-select

fork of "DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval" [IJCV 2022]

hexgame-deepneuralnet icon hexgame-deepneuralnet

Can an agent be trained using gradient descent to master the simple game of Hex? Made using JDL.

ijepa-enhanced icon ijepa-enhanced

recipe for training fully-featured self supervised image jepa models

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

mol-swatter icon mol-swatter

Parse chemical data in .mol files with ease with .mol-swatter. Backend written in rust with nom.

notation icon notation

A modern visual music notation, colorful and dynamic

spiht icon spiht

Python bindings for fast image compression using the SPIHT algorithm

tensorset icon tensorset

pytorch library for manipulating sequences of tensors

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