popRF
Population disaggregator
A tool for disaggregating population data using machine learning and geospatial covariates
Random Forest-informed Population Disaggregation R package
30 stars
4 watching
2 forks
Language: R
last commit: over 1 year ago
Linked from 1 awesome list
disaggregationpopulationrandom-forest
Related projects:
Repository | Description | Stars |
---|---|---|
| Provides API access to population data and interactive map tools for estimating population sizes. | 36 |
| An algorithm that breaks secure aggregation protocols in federated learning by recovering individual model updates from aggregated sums | 14 |
| Provides R functions and datasets for mapping text to the UN's 17 Sustainable Development Goals | 12 |
| Tools for building and evaluating integrated species distribution models from disparate datasets | 25 |
| Enables backpropagation in distributed settings and facilitates model parallelism using differentiable communication between processes | 62 |
| An R package providing an interface to download protected areas data from the World Database on Protected Areas (WDPA) API | 14 |
| A software package for processing and visualizing GPR data using the R programming language | 163 |
| R package for creating visually appealing, partially overlapping line plots to represent changes in distributions over time or space | 411 |
| A graphical toolbox for geochronology and isotope analysis | 68 |
| An R package for analyzing tree-ring data to identify insect defoliators and disturbances in forests | 7 |
| Provides R interface to access World Bank's Poverty and Inequality Platform (PIP) API for estimating poverty rates | 13 |
| A package for downloading and reading data from Brazil's Population Census | 39 |
| A standardized vocabulary for describing plant-pollinator interactions in data exchange format. | 30 |
| A reproducible resource for teaching geographic data science in R | 33 |
| A package that generates various types of categorical data visualizations using ggplot2. | 168 |