popRF

Population disaggregator

A tool for disaggregating population data using machine learning and geospatial covariates

Random Forest-informed Population Disaggregation R package

GitHub

30 stars
4 watching
2 forks
Language: R
last commit: 11 months ago
Linked from 1 awesome list

disaggregationpopulationrandom-forest

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
wpgp/wopr Provides API access to population data and interactive map tools for estimating population sizes. 36
gdisag/gradient_disaggregation An algorithm that breaks secure aggregation protocols in federated learning by recovering individual model updates from aggregated sums 14
cmusustainability/sdgmapr Provides R functions and datasets for mapping text to the UN's 17 Sustainable Development Goals 12
philipmostert/pointedsdms Tools for building and evaluating integrated species distribution models from disparate datasets 24
ag14774/diffdist Enables backpropagation in distributed settings and facilitates model parallelism using differentiable communication between processes 61
frbcesab/worldpa An R package providing an interface to download protected areas data from the World Database on Protected Areas (WDPA) API 14
emanuelhuber/rgpr A software package that provides tools and functionality to process and visualize data from ground-penetrating radar (GPR) sensors. 161
wilkelab/ggridges R package for creating visually appealing, partially overlapping line plots to represent changes in distributions over time or space 411
pvermees/isoplotr A graphical toolbox for geochronology and isotope analysis 68
chguiterman/dfoliatr An R package for analyzing tree-ring data to identify insect defoliators and disturbances in forests 7
worldbank/pipr Provides R interface to access World Bank's Poverty and Inequality Platform (PIP) API for estimating poverty rates 12
ipeagit/censobr A package for downloading and reading data from Brazil's Population Census 38
rebipp/ppi A standardized vocabulary for describing plant-pollinator interactions in data exchange format. 30
sdesabbata/granolarr A reproducible resource for teaching geographic data science in R 33
haleyjeppson/ggmosaic A package that generates various types of categorical data visualizations using ggplot2. 168