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ML3science CM110 contribution #6

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@BadrTad BadrTad commented Dec 22, 2022

This pull requests extends the model to support 3 extra countries Mali, Niger and Uganda.

  • Data was collected from publicly available worldbank
  • Satellite images were fetched from google engines
  • Road, Buildings and pois Features were fetched from OpenStreetMaps

Anas Hakim and others added 30 commits December 17, 2022 21:36
Adding Mali and Niger
0078e23
@BadrTad
- Add osm features for:
0f0e9e7 
  + MLI 2014 and 2018
  + NER 2018
@BadrTad
Fix training by removing transpose
e7700d7
@BadrTad
Add osm features for MLI and NER
5c6293c
@BadrTad
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
daa162b
@BadrTad
Fit MLI and NER to model
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Generate figs for max year
@BadrTad
Generate combined countries figs (+MLI & NER)
439a6a8
@BadrTad
Refactor notebook for county figs
2e612e0
@BadrTad
Add clusters for NER & MLI
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@BadrTad
Add process lsms for uganda
2afa25c
@BadrTad
Add NG to countries list
fa77d2b
Modifying the country_keys.json
0dfc6da
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
4f3f709
@BadrTad
Rectify 2009 to 2010 for uganda
51205db
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
3fbb220
@BadrTad
Remove echo
af6381b
@BadrTad
add bidict to requirements
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@BadrTad
Fix bug of matched_keys params
43f995a
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
758be8a
@BadrTad
Remove bidict from process_all
ed26d9d
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
0de3024
@BadrTad
update arg metadata
ad63d72
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
2ce77db
@BadrTad
Add log comments process_all
d7caedd
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
5158e2a
@BadrTad
update pandas requirements
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Modifying the country_keys.json
b0c2ecd
@BadrTad
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
39cdd8c
@BadrTad
remove prints
344e07e
@BadrTad
drop rows from all_nominals
6afee8f
Anas Hakim and others added 25 commits December 21, 2022 23:23
Removing null values and updating the all_nominal file
4076687
@BadrTad
remove index col from csv
9a55768
Removing indexes
0efe447
Remove manually the -99999999.0
2bcc37a
@BadrTad
add cnn_colab drive version
b98191d
@BadrTad
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
29be7df
@AnasHKM
Generating the tfrecords raw
5da5a4b
@BadrTad
delete unecessary check branch
a46638b
@BadrTad
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
493d23d
@AnasHKM
Generate the cnn_weights for all countries
9c9c99a
Generate the OSM Features for all countries
b5f44a2
Merge remote-tracking branch 'origin/cm110/bt/osm' into cm110/bt/osm
51d6472
@AnasHKM
Generating weights
d21af08
@AnasHKM
Gjem
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@AnasHKM
Generating combined countries consumption results
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@AnasHKM
Time travel
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@AnasHKM
Generating the clusters for each country
da35fc9
@AnasHKM
Gjem updated with UGA
e669624
@BadrTad
Merge pull request #1 from AnasHKM/cm110/bt/osm
fe5a6e5 
Expand model to NER, MLI and UGA
@BadrTad
Generate htmls
19cb96b
@BadrTad
Refactor notebooks
26debd7
@BadrTad
Merge pull request #2 from AnasHKM/cm110/bt/osm
76e3a0d 
Add html notebooks and refactor
@BadrTad
Add new figs
9db2a08
@BadrTad
Update readme with our drive data
c077934
@BadrTad
Update figs
4f7d83d
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2 participants

@BadrTad @AnasHKM