ps's repositories
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".
ai-guideline
Guideline for AI based Medical Devices
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
scholl1
About
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
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
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
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Yolov5_DeepSort_Pytorch
Real-time multi-object tracker using YOLO v5 and deep sort