Rani Basna's repositories
AirwayClusteringProject
This is a repo that uses unsupervised machine learning methods to phenotype the airway disease data
AsthmaClustering
This is a repo for clustering the asthma data for he WSAS cohort
Bayesian-Network-Application-to-SocioEconomic-status
Presenting an application of the Bayesian network to the interaction of socioeconomic and smoking. https://ranibasna.github.io/Bayesian-Network-Application-to-SocioEconomic-status/
Deep-learning-based-phenotyping-of-airway-diseases-in-adults-Presentation
Clustering airway data using the Deep Embedding Clustering (DEC) method. https://ranibasna.github.io/Deep-learning-based-phenotyping-of-airway-diseases-in-adults-Presentation/
Modification_Effect_Socioeconomic_smoking_Asthma
This is a reproducible Bayesian Network analysis for the modification effect of Socioeconomic status on the effect of smoking on asthma-related outcomes
MY_CV
https://ranibasna.github.io/MY_CV/
NumericalTransformation
This package intends to convert categorical features into numerical ones. This will help in employing algorithms and methods that only accept numerical data as input. The main motivation for writing this package is to use it in clustering assignments. https://ranibasna.github.io/NumericalTransformation/
Reproducible-research-with-R-
A short course at the Institute of Medicine
Deep-learning-based-phenotyping-of-food-allergy-Presentation
Phenotyping application to Allergen-specific IgE measurements data, we have applied the DEC (Deep Embedding Clustering) model to our data to derive clusters of IgE titers to foods. https://ranibasna.github.io/Deep-learning-based-phenotyping-of-food-allergy-Presentation/
Missing_Data_Treatment_SocioEconomic
This is a technical report that describes the missing data treatment for the Modification Effect of the Smoking into the SocioEconomic status on the airway disease paper
Obesity-surgery-effects-on-asthma-severity
This is the repo for the statistical and machine learning analysis for the obesity surgery effects on asthma severity.
PresentationAirwayClustering
This is a presentation for the decision tree clustering approach for the airway data
reproducible_research_course_test
This is only a test
RMlops
This is an attempt to build an end to end machine learning project to predict Apple stock direction on weekly basis. The project use an Machine learning operation approach to duild and dploy the model on google cloud platform
starter-hugo-academic
🎓 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.