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thinkingmachines
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unicef-ai4d-poverty-mapping
UNICEF AI4D Relative Wealth Mapping Project - datasets, models, and scripts for building relative wealth estimation models across Southeast Asia (SEA)
https://thinkingmachines.github.io/unicef-ai4d-poverty-mapping
MIT License
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Implementing DHS cross country data manager
#109
tm-jc-nacpil
closed
1 year ago
1
Chore: Edit bbox_size_km to 2.4
#108
tm-jc-nacpil
closed
1 year ago
1
Feat: Add cross country experiments
#107
tm-jc-nacpil
closed
1 year ago
9
Fix/repeated nightlights download
#106
butchtm
closed
1 year ago
0
Fix nightlights data redownloading despite having file in cache folder
#105
tm-jace-peralta
closed
1 year ago
0
Add DHS data file path instructions
#104
tm-jace-peralta
closed
1 year ago
0
Add more data similar to SEA data for training to improve cross-country metrics
#103
tm-kah-alforja
opened
1 year ago
0
Try cross-country wealth index calculation for the 4 DHS countries
#102
tm-kah-alforja
closed
1 year ago
4
Explain rationale behind normalizing per-country's labels from 0-1
#101
tm-kah-alforja
closed
1 year ago
1
Update cross-country experiments to use 2.4km tile size for training
#100
tm-kah-alforja
closed
1 year ago
0
Update single-country experiments to use 2.4km tile size for training
#99
tm-kah-alforja
closed
1 year ago
0
Try classifiers instead of regressors for single country
#98
tm-kah-alforja
opened
1 year ago
0
Fix/osm dir path creation
#97
butchtm
closed
1 year ago
2
Download DHS base data for other Asian countries
#96
tm-kah-alforja
closed
1 year ago
1
update read.me to document instructions on DHS Data Download and EOG registration
#95
tm-kah-alforja
closed
1 year ago
1
osm.py downloads error
#94
tm-jace-peralta
closed
1 year ago
1
pygeos error in installation step
#93
tm-jace-peralta
closed
1 year ago
2
Chore/cleanup sprint1
#92
butchtm
closed
1 year ago
1
Fix import paths
#91
alronlam
closed
1 year ago
2
Importing local modules from the latest notebooks seem to be wrong
#90
alronlam
closed
1 year ago
0
GeoWrangler integration for generating population features
#89
tm-kah-alforja
opened
1 year ago
0
GeoWrangler integration for determining admin boundaries
#88
tm-kah-alforja
opened
1 year ago
0
Clean-up repo: Remove old code
#87
tm-kah-alforja
closed
1 year ago
1
Decide on appropriate tile size for training
#86
tm-kah-alforja
closed
1 year ago
4
Try classifiers instead of regressors for cross-country experiments
#85
tm-kah-alforja
opened
1 year ago
0
Cross-country Experiment
#84
tm-kah-alforja
closed
1 year ago
2
Refactoring Poverty Mapping code
#83
tm-kah-alforja
opened
1 year ago
0
GeoWrangler integration of ookla, OSM, and NTL features
#82
tm-kah-alforja
opened
1 year ago
1
chore: remove title header for quarto rendering
#81
tm-jc-nacpil
closed
1 year ago
1
feat: Update sprint1b-site sidebar and model notebooks
#80
butchtm
closed
1 year ago
2
chore: Remove GINI feat impt from model notebooks
#79
tm-jc-nacpil
closed
1 year ago
1
feat: Model training for PH, KH, TL, MM
#78
tm-jc-nacpil
closed
1 year ago
1
Parametrize / automate `process_string` parameter in nightlights module
#77
tm-jc-nacpil
closed
1 year ago
2
feat: Add model training notebook (PH)
#76
tm-jc-nacpil
closed
1 year ago
2
fix: Handle annual global nightlights for 2012-2021 period
#75
butchtm
closed
1 year ago
1
add functionality for adding lower admin boundary data to clusters
#74
tm-kah-alforja
closed
1 year ago
1
Hotfix/download global error
#73
butchtm
closed
1 year ago
1
[rerun] model training and evaluation [ph]
#72
tm-kah-alforja
closed
1 year ago
0
Feat/convert viirs to module
#71
butchtm
closed
1 year ago
2
feat: Add ookla processing module
#70
tm-jc-nacpil
closed
1 year ago
1
feat: Add DHS cluster-level data generation function
#69
alronlam
closed
1 year ago
1
Refactor DHS pre-processing module
#68
tm-kah-alforja
closed
1 year ago
0
Refactor Ookla data collection and pre-processing module
#67
tm-kah-alforja
closed
1 year ago
1
Refactor VIIRS data collection and pre-processing module
#66
tm-kah-alforja
closed
1 year ago
1
Refactor OSM data collection and pre-processing module
#65
tm-kah-alforja
closed
1 year ago
0
feat: Add new osm feature engineering module
#64
alronlam
closed
1 year ago
1
chore(deps): bump gitpython from 3.1.29 to 3.1.30
#63
dependabot[bot]
closed
1 year ago
0
chore: Update progress doc
#61
butchtm
closed
1 year ago
0
Add PH model evaluation notebook
#60
butchtm
closed
1 year ago
1
Add PH model training notebook
#59
butchtm
closed
1 year ago
1
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