Discover MichaelAllen1966/learninghospital Open Source project

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Jupyter Notebook
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MIT License
Created over 4 years ago
Updated about 4 years ago

MichaelAllen1966

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Combining Deep RL and SimPy models of hospital systems

1804_python_healthcare

pdf, py, and jupyter notebook files for https://pythonhealthcare.org/

Jupyter Notebook

qambo

Experiments in Deep Q Learning controlling ambulance placement

Jupyter Notebook

conformal_prediction

Examples of conformal prediction. Manual calculation, and using the MAPIE package.

Jupyter Notebook

2010_geopandas

Basics of geopandas

Jupyter Notebook

2004_simple_simpy_parallel

A simple SimPy model running on parallel cpu cores

Jupyter Notebook

2004_titanic

Machine learning classification using Titanic data as an example

Jupyter Notebook

2109_streamlit_examples

Streamlit examples

Python

2012_face_detection_mtcnn

Face Detection with a Multi-Task Cascaded Convolutional Neural Network (MT-CNN)

Jupyter Notebook

titanic

Titanic machine learning Jupyter Book

Jupyter Notebook

linting

Linting examples

Jupyter Notebook

2011_hsma_dqn

Deep Q Networks - using CartPole and a hospital bed simulator

Jupyter Notebook

synthetic_data_pilot

Generation of patient level synthetic data

Jupyter Notebook

2004_covid_testing_lab_simulation

Covid screening lab sim

Jupyter Notebook

ctg_exploratory

EXpoloratory use of CTU-CHB Intrapartum Cardiotocography Database

Jupyter Notebook

2004_reinforcement_learning

RL experiemnts

Jupyter Notebook

thursday_coding_club_2020

An informal coding club with an emphasis on PyTorch, Machine Learning, and Reinforcement Learning

Jupyter Notebook

MichaelAllen1966/learninghospital

MichaelAllen1966

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