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ai-guideline

Guideline for AI based Medical Devices

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

cs329s-ml-deployment-tutorial

Code and files to go along with CS329s machine learning model deployment tutorial.

fastbook

The fastai book, published as Jupyter Notebooks

highdicom

High-level DICOM abstractions for the Python programming language

learn-transformers

Work in progress. Simple repository to learn Transformers (and transformers).

learnml

This is the Study Guide for Learn Machine Learning in 3 Months (PyTorch Curriculum) by Siraj Raval on Youtube

llama

Inference code for LLaMA models

llama.cpp

Port of Facebook's LLaMA model in C/C++

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

made-with-ml

Learn how to responsibly develop, deploy and maintain production machine learning applications.

mitk

The Medical Imaging Interaction Toolkit.

ml-stable-diffusion

Stable Diffusion with Core ML on Apple Silicon

mlops-course

Learn how to design, develop, deploy and maintain an end-to-end ML application at scale.

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

onetomany_toolsynseg

Codes for the IROS 2023 paper "Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis".

openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.

pydicom

Read, modify and write DICOM files with python code

pymv

python-deepdive

Python Deep Dive Course - Accompanying Materials

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorchstepbystep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

sc0710_elgato_ubuntu

Linux driver for the Elgato 4k60 Pro Mk.2

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sdc11073

ISO/IEEE 11073 SDC implementation for testing purposes and demonstration environments in python

sdclib

Service-oriented Devices Connectivity Library: A reference implementation of the IEEE 11073 SDC Library

slicer

Multi-platform, free open source software for visualization and image computing.

softwaredevinscience

Software Development in Science Workshop

surglatentgraph

This repository contains the code associated with our 2023 TMI paper "Latent Graph Representations for Critical View of Safety Assessment" and our MICCAI 2023 paper "Encoding Surgical Videos as Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning".

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