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artofstatistics

Code for 'The Art of Statistics'

assuranceplatform

Project to facilitate creation of Assurance Cases

asynchronous-programming-with-swiftui-and-combine

Code for my book, SwiftUI & Combine

awesome-quarto

A curated list of Quarto talks, tools, examples & articles! Contributions welcome!

books

Books by Jeff Leek

business-case-analysis-w-r

Source code for 'Business Case Analysis with R' by Robert D. Brown III

calibrationcurves

The package with the val.prob.ci.2 code, formerly called the val.prob.ci.2 package.

cardinalkit-docs

Documentation website for CardinalKit

careerplanning

A career planning guide.

carekit

CareKit is an open source software framework for creating apps that help people better understand and manage their health.

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

datasharing

The Leek group guide to data sharing

dcurves

Decision Curve Analysis

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

dl-imperial-maths

Code and assignment repository for the Imperial College Mathematics department Deep Learning course

dl_book_docker

docker container for the deep learning book

documentation

Documentation for OpenSAFELY platform

ehrql-tutorial

epimdr

R package for "Epidemics: Models and data using R"

evidsynthtb

Bayesian Multi-Parameter Evidence Synthesis (MPES) to estimate TB epidemiological parameters.

factory

A new approach to Container-Based Dependency Injection for Swift and SwiftUI.

fpp3package

All data sets required for the examples and exercises in the book "Forecasting: principles and practice" (3rd ed, 2020) by Rob J Hyndman and George Athanasopoulos <http://OTexts.org/fpp3/>. All packages required to run the examples are also loaded.

gams-biomedical-research

Repository that contains all the data, code and manuscript files for a paper that explores the use of GAMs in biomedical research.

gapminder

Excerpt from the Gapminder data, as an R data package and in plain text delimited form

gpmodels

A Grammar of Prediction Models

greport

R greport package: Graphical reporting of clinical trials

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

happy-git-with-r

Using Git and GitHub with R, Rstudio, and R Markdown

hesim

Health economic simulation modeling and decision analysis

hesim-manuscript

Manuscript for the hesim R package