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aps2019

Notes and files for the APS 2019 workshop on modeling techniques in R

arima-lstm-hybrid-corrcoef-predict

Applied an ARIMA-LSTM hybrid model to predict future price correlation coefficients of two assets

beijing-air-quality

cmm507group2-1

code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

coronavirus_dashboard

The Coronavirus dashboard: the case of Belgium. See www.antoinesoetewey.com/files/coronavirus-dashboard.html

covid

Codes and datasets for COVID-19 real time forecasts and risk assessment

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid-19-modelling

MSc Data Science project 2020

covid-19_global_time_series_panel_data

covid19_bed_occupancy

Shiny app providing estimates of future bed occupancy given recent admissions

covid19_resources

Practical tools and code for analysts working to support health and care during the COVID-19 pandemic

covid19model

Code for modelling estimated deaths and cases for COVID19.

covid_analysis

Modeling COVID-19 epidemic with Python

covid_bed_occupancy

Code for bed occupancy and patient pathway analyses

covid_networks

datasets

HDR UK Gateway Datasets

deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

deeprt

dhsc_dashboard_dummy_version

dl_wheat

eicu-los-prediction

This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit.

further-changepoints-course

File for the course Further Changepoint Analysis Techniques

guidebook

Our guide for open and reproducible ways of working in ACHDS

healthyr_book

R for Health Data Science

hello-world

hospital-los-predictor

Prediction of hospital length-of-stay (LOS) at time of admission using gradient boosting

https-github.com-username-efficient-data-management

image_recognition

Classifying and comparing the performance of different machine learning algorithms based on the data structures produced

intro-changepoint-course

Files for the course Introduction to Changepoint Analysis