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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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Cross country rollout - Malaysia
#159
tm-jace-peralta
closed
1 year ago
2
Cross-country rollout - Vietnam
#158
tm-jace-peralta
closed
1 year ago
2
code clean up for HDX population function
#157
tm-kah-alforja
closed
1 year ago
0
Fix folder structure and file naming for cross-country notebooks
#156
tm-jace-peralta
closed
1 year ago
3
Optimize zonal stats for large rasters (ex. Indonesia)
#155
tm-jc-nacpil
closed
1 year ago
3
Cross-country final model training
#154
tm-jace-peralta
closed
1 year ago
3
Timor Leste Rollout
#153
tm-jc-nacpil
closed
1 year ago
7
Reorder table of contents for Sprint 2
#152
ardieorden
closed
1 year ago
1
Add classifier experiments notebook
#151
tm-jace-peralta
closed
1 year ago
2
Single-country Final Model Training
#150
tm-jc-nacpil
closed
1 year ago
1
Add classifier experiments notebook
#149
tm-jace-peralta
closed
1 year ago
3
Single-country final model training refactor (Timor Leste)
#148
tm-jc-nacpil
closed
1 year ago
3
Add feature_engineering module and test notebook
#147
tm-jc-nacpil
closed
1 year ago
5
Optimize rasterstats to be runnable for big data (i.e. Indonesia)
#146
tm-kah-alforja
closed
1 year ago
1
Refactor the cross-country training notebook to use the new feature engineering module
#145
tm-kah-alforja
closed
1 year ago
0
Refactor the single-country training notebooks to use the new feature engineering module
#144
tm-kah-alforja
closed
1 year ago
0
Fix typo in README
#143
ardieorden
closed
1 year ago
1
Add a feature engineering module for quick re-use across training and rollout notebooks
#142
tm-kah-alforja
closed
1 year ago
1
Feat/sprint3 rollout
#141
butchtm
closed
1 year ago
1
Add .gitleaksignore to repo
#140
tm-jc-nacpil
closed
1 year ago
0
Add final cross country model
#139
tm-jace-peralta
closed
1 year ago
2
Rollout Validation for Thailand and Vietnam (MICS Survey)
#138
tm-kah-alforja
opened
1 year ago
0
Validate proposed binning strategy using leave one out strategy
#137
tm-kah-alforja
closed
1 year ago
0
Roll Out Comparison: Malaysia
#136
tm-kah-alforja
closed
1 year ago
1
Roll Out Comparison: Laos
#135
tm-kah-alforja
closed
1 year ago
0
Roll Out Comparison: Indonesia
#134
tm-kah-alforja
closed
1 year ago
0
Roll Out: Vietnam
#133
tm-kah-alforja
closed
1 year ago
0
Roll Out: Thailand
#132
tm-kah-alforja
closed
1 year ago
0
Roll Out: Malaysia
#131
tm-kah-alforja
closed
1 year ago
0
Roll Out: Laos
#130
tm-kah-alforja
closed
1 year ago
0
Roll Out: Indonesia
#129
tm-kah-alforja
closed
1 year ago
0
Roll Out: Timor Leste
#128
tm-kah-alforja
closed
1 year ago
0
Roll Out: Myanmar
#127
tm-kah-alforja
closed
1 year ago
0
Roll Out: Philippines
#126
tm-kah-alforja
closed
1 year ago
0
Roll Out: Cambodia
#125
tm-kah-alforja
closed
1 year ago
0
Decide strategy for creating wealth bins
#124
tm-kah-alforja
closed
1 year ago
1
Create general rollout utils
#123
tm-kah-alforja
closed
1 year ago
2
Training of final cross country model
#122
tm-kah-alforja
closed
1 year ago
0
Retraining of single country models
#121
tm-kah-alforja
closed
1 year ago
1
Add cross-country experiments summary page
#120
tm-jc-nacpil
closed
1 year ago
1
Update/sprint2 docs
#119
butchtm
closed
1 year ago
2
Update doc site to reflect main Sprint 2 cross-country experiments
#118
tm-kah-alforja
closed
1 year ago
0
Added notebook with model using scaled features
#117
tm-jace-peralta
closed
1 year ago
4
Add notebooks for index recalculation
#116
tm-jc-nacpil
closed
1 year ago
4
Clean up debug statements
#115
tm-jc-nacpil
closed
1 year ago
0
Revert "DHS Cross Country Data Manager"
#114
tm-jc-nacpil
closed
1 year ago
0
DHS Cross Country Data Manager
#113
tm-jc-nacpil
closed
1 year ago
0
Cross-country experiments: Normalize each feature per country along with the wealth index
#112
tm-kah-alforja
closed
1 year ago
1
Check the standard list of features used per country, validate that we can re-create the wealth index per country.
#111
tm-kah-alforja
closed
1 year ago
1
Add catalog-info.yml
#110
tm-jc-nacpil
closed
1 year ago
0
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