Reproducible Nexus Experiment Datasets

This repository contains all the necessary files to ensure the full reproducibility of the experiments conducted in the Reproducible Nexus Experiment project. The structure is organized to facilitate access to input data, intermediate processing, and final results, ensuring transparency and replicability.

1. /inputs/

Contains the original input files used in the experiment.

Shapefiles by state:

*_setores_censitarios/*.shp

Indicators by state:

IDHM_NEXUS_*.csv

2. /processing/

Includes intermediate files generated during processing, which serve as inputs for the next steps.

Additional geolocation information:

loc_dict_brazil_2010_income.pkl

Datasets processados:

clusters_data_9000.csv

Original TFRecords:

tfrecords_raw/brazil_2010_*.gz

Processed TFRecords:

tfrecords_processed/brazil_2010_*.gz

Fold division:

dhs_incountry_co.pkl

Features generated for the models:

dhs_co_income.npz

Modeling files:

features.npz

params.json

results.csv

3. /outputs/

Contains the final results of the experiment, ready to be analyzed or used in reports.

Predictions and performance:

/logs/income/alldata.csv

/logs/income/incountry_predsnew.csv

/logs/income/performance.csv

Predictions of combined models:

/logs/income/resnet_ms_concat/test_preds.npz