jqmcginnis

dcmp

A python/cli tool for binary classification for Spinal Cord and Brain MRI scans using a very light yet accurate ML model.

gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

Readable-Conditional-Denoising-Diffusion

Readable Conditional Denoising Diffusion

TPTBox

Torso Processing ToolBox

awesome-kan

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

pykan

Kolmogorov Arnold Networks

model_seg_sci

Deep-learning based segmentation of the spinal cord and intramedually lesions in traumatic and non-traumatic SCI

chp_seg

Segmentation tool for the delineation and volumetric quantification of the choroid plexus

FeatUp

Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024

penzai

A JAX research toolkit for building, editing, and visualizing neural networks.

NeuralCompression

A collection of tools for neural compression enthusiasts.

c3_neural_compression

Omnigrok

Omnigrok: Grokking Beyond Algorithmic Data

neural-field-arena

inr2vec

Deep Learning on Implicit Neural Representations of Shapes (ICLR 2023)

Neural-Implicit-Dict

[ICML 2022] "Neural Implicit Dictionary via Mixture-of-Expert Training" by Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang

inr_dictionaries

Source code of "A structured dictionary perspective on implicit neural representations"

ModelZooDataset

Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Models"

SINR

https://openreview.net/pdf?id=V5XDYSRcQP

Sparse-Coding

This code implements sparse coding in PyTorch with GPU support.

samseg_cross_sectional

contains utilities and scripts for samseg cross sectional segmentation (with MS lesion segmentation)

lesion-mapping

Set of tools for mapping lesions in the brain and/or spinal cord

open_ms_data

Open MS Data

panoptica

panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps

bytewax-hopsworks-example

Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)

MedNeXt

[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.

tutorials

MONAI Tutorials

bayesian_demo

Little demo playground for basic Bayesian algorithms

project-based-learning

Curated list of project-based tutorials

LINR