Sean Reed's repositories
HiFormer
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation (WACV 2023)
rl-multi-agent-car-parking
Multi-Agent Car Parking using Reinforcement Learning.
180DaysOfCode
Swift and Obj-C served up every day for 180 days in a row
An-Introduction-to-Bayesian-Inference-in-PyStan
Code for blog post on Bayesian inference in PyStan
az104
Exam AZ-104: Microsoft Azure Administrator Crash Course
az400
Exam AZ-400: Microsoft Azure DevOps Solutions Crash Course
azureml-examples
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
BDA_py_demos
Bayesian Data Analysis demos for Python
CaraNet
Context Axial Reverse Attention Network for Small Medical Objects Segmentation
denny-britz-reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
dp203-tim-warner
Exam DP-203: Data Engineering on Microsoft Azure Crash Course
MT-UNet
Official Code for *Mixed Transformer UNet for Medical Image Segmentation*
RAOS-Examples
Regression and other stories R examples
research-contributions-monai
Implementations of recent research prototypes/demonstrations using MONAI.
Self-supervised-Fewshot-Medical-Image-Segmentation
[ECCV'20] Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation (code&data-processing pipeline)
shangtong-zhang-reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
SimpleITK-Notebooks
Jupyter notebooks for learning how to use SimpleITK
simsiam
PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566
Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
tecton-book-recsys-apply-workshop
tecton as a feature store with recsys
TransBTS
This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images(https://arxiv.org/abs/2201.12785).
transdeeplab
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation
using-azure-ml-v1
Lab files for Azure Machine Learning exercises