File size: 2,102 Bytes
0658679 eb511ae 0658679 eb511ae | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 | # Making the data
`make data`
# creating the calibration packge
python -m policyengine_us_data.calibration.unified_calibration \
--target-config policyengine_us_data/calibration/target_config.yaml \
--build-only
To fit the local area model with the calibration package
python -m policyengine_us_data.calibration.unified_calibration \
--package-path policyengine_us_data/storage/calibration/calibration_package.pkl \
--epochs 1000 \
--beta 0.65 \
--lambda-l0 1e-7 \
--lambda-l2 1e-8 \
--log-freq 500 \
--target-config policyengine_us_data/calibration/target_config.yaml \
--device cpu
mkdir -p policyengine_us_data/storage/calibration/national
python -m policyengine_us_data.calibration.unified_calibration \
--package-path policyengine_us_data/storage/calibration/calibration_package.pkl \
--epochs 2000 \
--beta 0.65 \
--lambda-l0 1e-4 \
--lambda-l2 1e-12 \
--log-freq 500 \
--target-config policyengine_us_data/calibration/target_config.yaml \
--device cpu \
--output policyengine_us_data/storage/calibration/national/weights.npy
# To make the state level H5s
make build-h5s
which is short for:
python -m policyengine_us_data.calibration.publish_local_area \
--weights-path policyengine_us_data/storage/calibration/calibration_weights.npy \
--dataset-path policyengine_us_data/storage/source_imputed_stratified_extended_cps_2024.h5 \
--n-clones 430 \
--seed 42 \
--states-only
python -m policyengine_us_data.calibration.stacked_dataset_builder \
--weights-path policyengine_us_data/storage/calibration/national/weights.npy \
--dataset-path policyengine_us_data/storage/source_imputed_stratified_extended_cps_2024.h5 \
--db-path policyengine_us_data/storage/calibration/policy_data.db \
--calibration-blocks policyengine_us_data/storage/calibration/national/stacked_blocks.npy \
--output-dir local_area_build/national \
--mode national
python -m policyengine_us_data.calibration.promote_local_h5s \
--local-dir local_area_build \
--promote-only
|