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Therese Anders's Projects

applied-ml icon applied-ml

Code and Resources for "Applied Machine Learning"

covid-19 icon covid-19

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

covid19model icon covid19model

Code for modelling estimated deaths and cases for COVID19.

cshapes icon cshapes

:exclamation: This is a read-only mirror of the CRAN R package repository. cshapes — The CShapes Dataset and Utilities. Homepage: http://nils.weidmann.ws/projects/cshapes, https://r-forge.r-project.org/scm/viewvc.php/*checkout*/pkg/inst/shp/cshapes_shapefile_documentation.txt?root=cshapes

design-ds-classroom icon design-ds-classroom

Materials for the Designing the Data Science Classroom workshop at rstudio::conf 2020

ds-workshop-dataviz icon ds-workshop-dataviz

Workshop on data visualization in ggplot2, taught at the Hertie School in March 2020

ds-workshop-r-intro icon ds-workshop-r-intro

Workshop "A gentle introduction to base R and RStudio" taught at the Hertie School in January 2020

gdppc_pop_gdp icon gdppc_pop_gdp

Estimates of GDP per capita, population, and GDP from a Bayesian measurement model

ghclass icon ghclass

Tools for managing classroom organizations

glossry icon glossry

A glossary of terms used in R and data science.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

sdp icon sdp

Replication data for the article "Bread before guns or butter. Introducing Surplus Domestic Product (SDP)"

territorialcontrol-jpr icon territorialcontrol-jpr

Replication material for "Territorial control in civil wars. Theory and measurement using machine learning"

workshop-dataviz-fsu icon workshop-dataviz-fsu

Workshop on advanced data visualization in ggplot2, taught at the Florida State University Summer Methods School (May 2019).

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