GitHub
explainable_heart_disease_prediction_using_ensemble-quantum_ml
An ensemble machine learning model based on quantum machine learning classifiers is proposed to predict the risk of heart disease. The proposed model is a bagging ensemble learning model where Quantum Support Vector Classifier is used as the base classifier. Furthermore, in order to make the model's outcomes more explainable, the importance of every single feature in the prediction is computed and visualized using SHapley Additive exPlanations (SHAP) framework. In the experimental study, other stand-alone quantum classifiers, namely, Quantum Support Vector Classifier (QSVC), Quantum Neural Network (QNN), and Variational Quantum Classifier (VQC) were applied and compared with classical machine learning classifiers such as Support Vector Classifier (SVC), and Artificial Neural Network (ANN).
jsquest
A Bayesian adaptive psychometric method for measuring thresholds in online experiments.
vtserver
A voice transformation server to manipulate sound files for online experiments
stockprime
An inventory management system pointed towards small companies that suffer with logistics. Written with JavaScript through the Node.js ecosystem and data backed with MongoDB.
bso-toolbox
C++ software toolbox to support building spatial design optimization developed at the Eindhoven University of Technology
igor-pro-tools
This repository contains tools for off-line processing of electrophysiological data acquired with Igor Pro.
smirk
SMIRK is an experimental pedestrian emergency breaking ADAS facilitating research on quality assurance of critical components that rely on machine learning.
binning_wf
Pipeline to bin metagenomes into high-quality metagenomic-assembled genomes using DAGman and HTCondor.
bachduet-webgui
A Web Application for Baroque-style Human/Computer Musical Jamming.
aortafsi
An OpenFOAM's case to model a aorta using FSI-solids4foam and STL file with cfMesh.
visionproteleop
VisionOS App + Python Library to stream head / wrist / finger tracking data from Vision Pro to any robots.
gelureluinterpolation
Leveraging Continuously Differentiable Activation for Learning in Analog and Quantized Noisy Environments
pcfi
Per Class Feature Importance (PCFI): an explainability method for decision tree classifiers.
customsintaxdb
Given a list of species get sequences and complete taxonomic classification of a list of entries
demorepo
This repo is a demo which contains the core of what every repo should contain, a template. use https://github.com/OpenScienceMOOC/Module-5-Open-Research-Software-and-Open-Source/blob/master/content_development/Task_1.md for inspiration
precisetad
This is a read-only mirror of the git repos at https://bioconductor.org
appredict
Cardiac Action Potential Prediction (ApPredict) under drug-induced block of ion channels. This is a Chaste extension/bolt-on project.
bsprvse
Solve the (ro)vibrational Schödinger Equation with a basis of B-splines, optionally with a complex absorbing potential
parabolictroughcollectorbc
An OpenFOAM's boundary condition for wall of parabolic trough collector.
dcbh_relation_lifetime
Using MC merger trees to calculate the expected lifetime for the unique mass relation in DCBH-hosting halos.
https://github.com/datejada/protem
PROTEM PROactive Transmission Expansion Model
software-in-the-loop-using-genetic-algoritm-and-cst-method-matlab-ansys-coupling-
2024-02_pbe_vbsa
Source code repository accompanying the paper titled "Factor prioritization in FEMA P-58 loss estimation."
daffodil-lib
Library providing both simulated and actual interfaces to NIST's nanodevice characterization system, Daffodil.
minrank3
Computer assisted section for the proof that the Min Rank 3 problem is computationally hard.
louvain-communities-dynamic
Comparing static vs dynamic approaches of the Louvain algorithm for community detection.
is-string-ascii-es
An ECMAScript (JavaScript & TypeScript) module to determine whether the string is ASCII.
text_to_video_generation
Conditional VAE-GAN for Realistic Text-to-Video Synthesis with Enhanced Temporal Coherence
focus-tracker
A finetuned YOLOv5 model that keeps people off their phone using cool punishments
mini-lang
The example mini programming language written for the "Write a language in a week" series.
mo-mst
This repository contains code, computational results, and conference slides related to a new dynamic programming algorithm for the Multiobjective Minimum Spanning Tree problem. The algorithm was developed at the Zuse Institute Berlin and the Universidad de La Laguna. The authors are Pedro Maristany de las Casas, Antonio Sedeño Noda, and Ralf Borndörfer.
medical_education
Search strategy and R analysis for bibliometric study of Norwegian medical education research
proteomics-data-analysis-tutorial
A comprehensive tutorial for proteomics data analysis in R that utilizes packages developed by researchers at PNNL and from Bioconductor.
chemfetchtool
ChemFetchTool is a web-based tool employing the PubChem PUG REST API endpoint for automated retrieval of molecular properties given only the compound name(s)
iris
Iris - P2P System for Confidential Sharing of Threat Intelligence and Collaborative Defense for Slips
