marymlucas
Data nerd, healthcare, Python, R, ML, wrangling all the things. Doctoral candidate at Drexel University College of Computing & Informatics.
Drexel UniversityPhiladelphia, PA
Pinned Repositories
2019_aarhus_critical_data
Tutorials for the 2019 Aarhus Datathon
adult-icu_utilization
to host the animation
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
COVID-19
Exploring different aspects of the COVID-19 pandemic
eICU-explore
mimic_explore
my exploration of the mimic databases
marymlucas's Repositories
marymlucas/AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
marymlucas/balance
The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
marymlucas/citation_styles
Official repository for Citation Style Language (CSL) citation styles.
marymlucas/covid_inequities_project
This repository contains data on COVID-19 and COVID-19 Inequities in BCHC cities. Data are preliminary and subject to change. Information on this page will change as data and documentation are updated.
marymlucas/data-screencasts
Code from live exploratory analyses of data in R
marymlucas/Efficient-LLMs-Survey
Efficient Large Language Models: A Survey
marymlucas/ehr-stigma
Official repo for "Characterizing Stigmatizing Language in Medical Records" (ACL 2023)
marymlucas/exps
marymlucas/fairlearn
A Python package to assess and improve fairness of machine learning models.
marymlucas/flower
Flower - A Friendly Federated Learning Framework
marymlucas/gpt4_bias
marymlucas/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
marymlucas/ICHI2023_EBAIC
ICHI2023 EBAIC Workshop Hackathon
marymlucas/marymlucas.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
marymlucas/mc_and_mcmc_exps
marymlucas/mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
marymlucas/MIMIC-IV-Data-Preparation
Tutorial on processing raw EHR data with MIMIC-IV dataset
marymlucas/mimic4ed-benchmark
Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
marymlucas/mimic_sepsis
Sepsis cohort from MIMIC dataset
marymlucas/monkeypox
Monkeypox 2022 repository
marymlucas/my_snippets
marymlucas/practical-python
Practical Python Programming (course by @dabeaz)
marymlucas/psolver_physics_forked
Luke's youtube channel Physics with Python tuts
marymlucas/python-mastery
Advanced Python Mastery (course by @dabeaz)
marymlucas/random_projects
Random
marymlucas/rms
Regression Modeling Strategies
marymlucas/smaller-models-docs
Docs & cook books for fine-tuning smaller models with the Hugging Face library
marymlucas/TabularBenchmarks
marymlucas/tcga-path-reports
TCGA Pathology Reports in Machine Readable Text
marymlucas/treeFarms
Trees FAst RashoMon Sets