Discover MichaelAllen1966/2011_hsma_dqn Open Source project

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MichaelAllen1966

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Deep Q Networks - using CartPole and a hospital bed simulator

1804_python_healthcare

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

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learninghospital

Combining Deep RL and SimPy models of hospital systems

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qambo

Experiments in Deep Q Learning controlling ambulance placement

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conformal_prediction

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

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2010_geopandas

Basics of geopandas

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2004_simple_simpy_parallel

A simple SimPy model running on parallel cpu cores

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2004_titanic

Machine learning classification using Titanic data as an example

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2109_streamlit_examples

Streamlit examples

Python

2012_face_detection_mtcnn

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

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titanic

Titanic machine learning Jupyter Book

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linting

Linting examples

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synthetic_data_pilot

Generation of patient level synthetic data

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2004_covid_testing_lab_simulation

Covid screening lab sim

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ctg_exploratory

EXpoloratory use of CTU-CHB Intrapartum Cardiotocography Database

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2004_reinforcement_learning

RL experiemnts

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thursday_coding_club_2020

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

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MichaelAllen1966/2011_hsma_dqn

MichaelAllen1966

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