Code Monkey home page Code Monkey logo

biomarker-case-study's Introduction

Zachary Levonian

Hi there! I'm a data scientist and researcher.

You can learn more about my research interests on my homepage.

My most recent release is llm-math-education, a Python package implementing retrieval-augmented generation for ChatGPT to support middle-school math tutoring.

Here are a few of my research prototypes:

  • HealthBlogRec: a prototype deep learning recommender system for health blogs.
  • ALSim: a simulation library that implements several state-of-the-art active learning algorithms.
  • wiki-ores-feedback: a web app and auditing analysis for vandalism detection classifiers on Wikipedia.

And here are some standalone analyses:

  • covid-data-analysis: Exploratory modeling with COVID-19 patient data. Explainable logistic regression models with Pandas, statsmodels, scikit-learn, and pytest.
  • biomarker-case-study: High-performance binary classification with patient demographic and biomarker data. Gradient Boosting Machines with Pandas and scikit-learn.

Data science is when you make graphs from random noise

biomarker-case-study's People

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.