accessible-poverty-estimates
Poverty estimator
Developing machine learning models to estimate poverty levels using geospatial data and random forests.
Exploring accessible methods and data to estimate poverty
7 stars
4 watching
3 forks
Language: TeX
last commit: 8 months ago
Linked from 1 awesome list
equitable-aigeospatial-datamachine-learningpoverty-estimates
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 thinkingmachines/unicef-ai4d-poverty-mapping | Develops datasets and machine learning models to estimate poverty levels across Southeast Asia using geospatial analysis and machine learning techniques. | 21 |
 worldbank/pipr | Provides R interface to access World Bank's Poverty and Inequality Platform (PIP) API for estimating poverty rates | 13 |
 carsonluuu/poverty-prediction-by-satellite-imagery | An effort to analyze socioeconomic data using satellite imagery and machine learning techniques. | 43 |
 ipeagit/accessibility | A package that provides functions to calculate accessibility measures from travel cost matrices and land use data. | 54 |
| worldbank/pip-methodology | Provides guidance on methodology and data analysis for a platform focused on poverty and inequality indicators. | 3 |
 ui-research/mobility-from-poverty | Developing a framework to measure and analyze upward mobility from poverty using data analytics and statistics | 7 |
 shangtai/githubcausalsvm | An R implementation of a machine learning approach to estimate the effect of treatment on individuals | 5 |
 equitable-equations/fqar | A package providing tools for downloading and analyzing floristic quality assessment data from the universalFQA.org database | 5 |
 amiratag/datashapley | Calculates fair valuation of individual training data points in machine learning models. | 259 |
 eosnewyork/erp | A tool to estimate resources required to secure desired assets on the EOS network | 45 |
 ibm/max-human-pose-estimator | Detects humans and estimates their poses in images using a machine learning model based on OpenPose | 65 |
 spaceml-org/ml4floods | An end-to-end machine learning pipeline for flood extent estimation from satellite images | 142 |
 frontierdevelopmentlab/sat-extractor | Automates satellite image extraction and storage from public constellations at scale. | 76 |
 deepvector/geospatial-machine-learning | Curated resources and code projects for machine learning in geospatial data science | 564 |
 dataforgoodfr/quotaclimat | A tool to quantify media coverage of climate crises by collecting and analyzing radio and TV data from the Mediatree API. | 29 |