Pinned Repositories
cw-04-logan_tim_atabak2
cw-04-logan_tim_atabak2 created by GitHub Classroom
cw-05-cw05-tim-evan
cw-05-cw05-tim-evan created by GitHub Classroom
cw-01-alicemaxkeith-team
cw-01-alicemaxkeith-team created by GitHub Classroom
cw-04-logan_tim_atabak2
cw-04-logan_tim_atabak2 created by GitHub Classroom
cw-05-cw05-tim-evan
cw-05-cw05-tim-evan created by GitHub Classroom
grade-simulator
This tool is designed as an assisting resource for educators and students, offering the capability to simulate various grading outcomes. It serves as a supplementary solution to the limitations found in most Learning Management Systems (LMS), providing a more flexible and detailed approach to grade analysis and prediction.
Intro-Quant-Investing
InvestmentPortfolio
A comprehensive R Shiny app for investment portfolio analysis, focusing on performance evaluation, portfolio construction, risk assessment, and robust testing methodologies.
ShinyAppFinance
TimFrenzel's Repositories
TimFrenzel/Intro-Quant-Investing
TimFrenzel/cw-01-alicemaxkeith-team
cw-01-alicemaxkeith-team created by GitHub Classroom
TimFrenzel/cw-04-logan_tim_atabak2
cw-04-logan_tim_atabak2 created by GitHub Classroom
TimFrenzel/cw-05-cw05-tim-evan
cw-05-cw05-tim-evan created by GitHub Classroom
TimFrenzel/grade-simulator
This tool is designed as an assisting resource for educators and students, offering the capability to simulate various grading outcomes. It serves as a supplementary solution to the limitations found in most Learning Management Systems (LMS), providing a more flexible and detailed approach to grade analysis and prediction.
TimFrenzel/InvestmentPortfolio
A comprehensive R Shiny app for investment portfolio analysis, focusing on performance evaluation, portfolio construction, risk assessment, and robust testing methodologies.
TimFrenzel/ShinyAppFinance
TimFrenzel/MIMIC-III-Clinical-Database
A collection of advanced data visualizations and data extraction scripts built using the MIMIC-III Demo database. This project demonstrates analyses of patient outcomes, diagnosis co-occurrences, lab trends, polypharmacy, and post-surgical infection impacts.
TimFrenzel/MIMIC-III-Clinical-NLP
An NLP pipeline using spaCy, SciSpacy, MedSpacy, and ClinicalBERT to extract entities from MIMIC-III ICU notes, focusing on stroke (ICD-9) and critical conditions. It applies medical text normalization, syntactic parsing, and embeddings (Word2Vec, BioWordVec) with t-SNE clustering & dependency visualization to analyze disease patterns.
TimFrenzel/Transformer-Disease-Progression
Transformer-based disease progression prediction using ClinicalBERT on MIMIC-IV-Note and ICD-10 diagnoses from MIMIC-IV on FHIR.