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Open-source framework for uncertainty and deep learning models in PyTorch 🌱

Scientific Python Library Development Guide and Cookiecutter

LaTeX package to create pulse sequence diagrams in magnetic resonance imaging

A deep learning library for video understanding research.

TensorDict is a pytorch dedicated tensor container.

A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files

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

SSG-VQA is a Visual Question Answering (VQA) dataset on laparoscopic videos providing diverse, geometrically grounded, unbiased and surgical action-oriented queries generated using scene graphs.

Flax is a neural network library for JAX that is designed for flexibility.

[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",

Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.

Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm

PyTorch implementation of "Neural Optimal Transport" (ICLR 2023 Spotlight)

[ECCV 2024] ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Medical Image

Tabular Deep Learning Library for PyTorch

Repository for the paper titled "Shape Matters: Detecting Vertebral Fractures Using Differentiable Point-Based Shape Decoding"

Bayesian active learning with EPIG data acquisition

High-quality implementations of standard and SOTA methods on a variety of tasks.

Laplace approximations for Deep Learning.

Meaningful titles for tabs and PDF downloads! Also supports tab search.

Kitware VolView: an all-in-one radiological viewer!

Sequential model-based optimization with a `scipy.optimize` interface

A set of tools for characterizing and analying 3D images of porous materials

FDA MyStudies

A fast medical imaging analysis library in Python with algorithms for registration, segmentation, and more.

An ITK Python interface to elastix, a toolbox for rigid and nonrigid registration of images

A Zsh theme

Implementation of Medfusion - A latent diffusion model for medical image synthesis.