Linh T. Duong's repositories
BLOOM-LORA
Due to restriction of LLaMA, we try to reimplement BLOOM-LoRA (much less restricted BLOOM license here https://huggingface.co/spaces/bigscience/license) using Alpaca-LoRA and Alpaca_data_cleaned.json
GraphECGNet
The repository is associated with a paper titled "Fusion of edge detection and graph neural networks for classifying electrocardiogram signals," which was published in the Journal of Expert Systems with Applications.
Covid-19_Xray_Classifier
Demo diagnosis tools for Covid-19 Chest Xray. This repo is implemented to our paper "Automatic detection of Covid-19 from chest X-ray and lung computed tomography images using deep neural networks and transfer learning" on ASOC
Fruits_Vegetables_Classifier_WebApp
Git for 120 Fruits & Vegetables classification and Webapp Deployment for our paper: Automated fruit recognition using EfficientNet and MixNet; https://doi.org/10.1016/j.compag.2020.105326
GraphMammoNet
Using Graph Neural Networks combined with edge detection techniques to classify BI-RADS scores of Vietnamese mammograms. This repo is implemented to our paper, tilted "Edge detection and graph neural networks to classify mammograms: A case study with a dataset from Vietnamese patients" on ASOC
02_regression
Image regression exercises
30-Days-Of-Python
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
bioimageio-chatbot
Chatbot to retrieve information to response to users' query about the BioImage Model Zoo.
DL4MIA_2024
Main repository gathering all content of the EMBO-DL4MIA 2024 course.
hlb-CIFAR10
Train to 94% on CIFAR-10 in ~6.84 seconds on a single A100, the current world speed record. Or ~95.78% in ~114 seconds (or less!)
hls4ml-tutorial
Tutorial notebooks for hls4ml
linhduong.github.io
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
MS-DOS
The original sources of MS-DOS 1.25, 2.0, and 4.0 for reference purposes
olm-training
Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.
rattler
Rust crates to work with the Conda ecosystem.
sam-hq
Segment Anything in High Quality [NeurIPS 2023]
serve-tutorials
Tutorials for running applications on Scilifelab Serve.
tiatoolbox
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
toy_image_registration
Play the registration process with toy images using the imreg_dft library