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Jeongmin Lee's Projects

awesome-ehr-deeplearning icon awesome-ehr-deeplearning

Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.

billing-module icon billing-module

Billing Module for Electronic Health Record system developed by Baobab Health Trust. standalone version

d3 icon d3

A JavaScript visualization library for HTML and SVG.

datacube-browser-project icon datacube-browser-project

RDF Data Cube Explorer, to enable access to multidimensional statistical data in ways that allow non-specialists to explore and create specific visualizations of that data. We focus on explorations of health data - in particular aimed at helping to support the formation and analysis of hypotheses about public health intervention strategies and their possible correlation to health-related behavior changes. The Data Cube Explorer was used to formulate and explore the hypothesis that youth tobacco access laws have consistent, measurable impacts on the rate of change in cigarette smoking among high school students over time. While focused in this instance on one particular intervention strategy (i.e., youth access to tobacco), this infrastructure/platform? may be used for a wide range of correlational analyses.

gleam icon gleam

Creating interactive visualizations with Python

gpustat-web icon gpustat-web

👓 A web interface of gpustat: monitor GPU clusters at a look

lobi icon lobi

Linked Open Biomedical Investigations

mimic3-benchmarks icon mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

numpyro icon numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/CPU.

opennmt-py icon opennmt-py

Open-Source Neural Machine Translation in PyTorch http://opennmt.net/

plsa icon plsa

PLSA implementation via EM algorithm

practical-pytorch icon practical-pytorch

Project based PyTorch tutorials, focused on using neural networks (especially RNNs) for natural language tasks

pyro-test icon pyro-test

Testing pyro for deep probabilistic programming

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-ntm icon pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

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