marymlucas

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/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