mdbecker
Data Scientist at Penn Medicine working to improve medicine by predicting the future! http://goo.gl/QV0G06 . Also I started DataPhilly http://goo.gl/2epRg0 .
Penn Medicine
Pinned Repositories
chime
COVID-19 Hospital Impact Model for Epidemics
community_twitter_bot
Twitter bot that allows approved users to tweet from a shared account using direct messages
dalle2_outpaint
Scripts/tools for dalle2 outpainting
pycon_2014
Stuff for my Pycon talk "Realtime predictive analytics using scikit-learn & RabbitMQ" https://us.pycon.org/2014/schedule/presentation/224/
pydata_2013
PyData Boston 2013 talks: "Intro to scikit-learn" & "Realtime Predictive Analytics: Using scikit-learn and RabbitMQ"
stable_diffusion_docker
dockerfile for running stable diffusion on nvidia-docker
wikilanguages
Data set of popular wikipedia articles across 41 languages
word2vec_demo
word2vec demo for #hourofcode using gensim
scikit-learn
scikit-learn: machine learning in Python
mdbecker's Repositories
mdbecker/dalle2_outpaint
Scripts/tools for dalle2 outpainting
mdbecker/stable_diffusion_docker
dockerfile for running stable diffusion on nvidia-docker
mdbecker/gull_api
GULL-API is a web application backend that can be used to run Large Language Models (LLMs). The interface between the front-end and the back-end is a JSON REST API.
mdbecker/llm_finetuning_examples
Repo with examples of finetuning LLMs. Note: Examples are untested and may contain bugs unless stated otherwise
mdbecker/scrape-cvs-2
mdbecker/scrape-pa-esri-vaccine
Scrape data behind https://padoh.maps.arcgis.com/apps/webappviewer/index.html?id=0ea7864ea98d423daa3f1711e3cba09e
mdbecker/scrape-pa-powerbi
Scrape PA DOH powerbi vaccine dashboard https://app.powerbigov.us/view?r=eyJrIjoiZGEwZjk0MjMtZjRiZS00Njc2LWIyNDItNGVjZjRmNDlkMDAyIiwidCI6IjQxOGUyODQxLTAxMjgtNGRkNS05YjZjLTQ3ZmM1YTlhMWJkZSJ9
mdbecker/upscale_contact_sheets
Code for generating upscaling contact sheets and example outputs
mdbecker/2022_datathon
Repository for the 2022 Rladies Philly & DataPhilly Datathon: Aging in Place
mdbecker/2024-04_DataPhilly
Material for From Chaos to Catalog: The AI-Driven Path to Reporting Harmony
mdbecker/auto-sklearn
Automated Machine Learning with scikit-learn
mdbecker/dsdk
Data Science Deploy Kit
mdbecker/fastbook
The fastai book, published as Jupyter Notebooks
mdbecker/fastbook-docker
Docker container for https://github.com/fastai/fastbook
mdbecker/notebooks
Notebooks using the Hugging Face libraries 🤗
mdbecker/PMC-LLaMA
The official codes for "PMC-LLaMA: Continue Training LLaMA on Medical Papers"
mdbecker/python_communism
A module for initiating the communist revolution in each of your python modules
mdbecker/scrape-ateb
mdbecker/scrape-cdc-vaccine
Scrape various cdc.gov sources of covid vaccine data
mdbecker/scrape-cvs-vaccine
scrape https://www.cvs.com/immunizations/covid-19-vaccine
mdbecker/scrape-giant-vaccine
mdbecker/scrape-kop-weather
Scrape various weather data for KoP
mdbecker/scrape-mlh-vaccine
Quick scraper for https://www.mainlinehealth.org/conditions-and-treatments/conditions/covid-19
mdbecker/scrape-montco-esri-vaccine
Quick scraper for data behind https://montcopa.maps.arcgis.com/apps/opsdashboard/index.html#/9165cb2d4ddb4cce834c79e5d966b42a
mdbecker/scrape-pa-vaccine
Quick scraper for https://www.pa.gov/guides/get-vaccinated/
mdbecker/scrape-pa-vaccine-providers
Scrape the provider xlsx from https://www.health.pa.gov/topics/programs/immunizations/Pages/COVID-19-Vaccine-Providers.aspx
mdbecker/scrape-penn-vaccine
Quick scraper to track https://www.pennmedicine.org/coronavirus/vaccine
mdbecker/scrape-salary-data
mdbecker/scrape-weis
mdbecker/vectordb-recipes
High quality resources & applications for LLMs, multi-modal models and VectorDBs