clinicalml Goto Github PK
Name: Sontag Lab
Type: Organization
Bio: Machine learning algorithms and applications to health care.
Blog: www.clinicalml.org
Name: Sontag Lab
Type: Organization
Bio: Machine learning algorithms and applications to health care.
Blog: www.clinicalml.org
Python package for machine learning for healthcare using a OMOP common data model
Tools to identify and evaluate heterogeneity in decision-making processes.
Functionality from "Automated NLP extraction of clinical rationale for treatment discontinuation in breast cancer"
Code for "Characterization of Overlap in Observational Studies" (AISTATS 2020)
Code for paper "Evaluating Robustness to Dataset Shift via Parametric Robustness Sets"
Platform enabling Rapid Annotation for Clinical Entity Recognition
Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)
Code for paper, "Falsification before Extrapolation in Causal Effect Estimation"
http://cs.nyu.edu/~dsontag/papers/BrennerSontag_uai13.pdf
A clean Bootstrap blog theme created by Start Bootstrap
Structured Inference Networks for Nonlinear State Space Models
Code and webpages for our study on teaching humans to defer to an AI
A lightweight wrapper around theano for rapid-prototyping of models
Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"
Scalable semi-supervised learning with deep variational autoencoders
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.