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66
config/experiment/nuts0_geo_flag/crnlearner_npi_internal_travel_DE.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,66 @@ | ||
| # @package _global_ | ||
| defaults: | ||
| - /model/causal_model/model_config: crnlearner_DE_nuts0 | ||
| - override /model/causal_model: crnlearner | ||
| - override /model/inference: variational_dropout | ||
| - override /refutation: | ||
| - propensity_thresholding_test | ||
| - placebo_treatment_refutation | ||
| - random_common_cause_refutation | ||
| - data_subset_refutation | ||
|
|
||
| general: | ||
| experiment_name: nuts0_geo_flag/DE | ||
| input_data: ./data/data.csv | ||
| out_dir_base: ./results | ||
| substeps: | ||
| - fit_causal_model | ||
| - evaluate_causal_model | ||
| - refutation | ||
| #- shap_analysis | ||
| data: | ||
| treatment: npi_internal_travel_filtered | ||
| treatment_levels: 2 | ||
| outcome: r_number | ||
| outcome_lag: 7 | ||
| time_predictors: | ||
| - r_number | ||
| - mob_transit | ||
| - weather_iptcc | ||
| - weather_mean_temperature | ||
| - weather_humidity | ||
| - weather_precipitation | ||
| - pollution_o3 | ||
| - pollution_no2 | ||
| - pollution_pm10 | ||
| - covid_tests | ||
| - covid_mask_use | ||
| - covid_vacc_policy | ||
| - npi_stay_home | ||
| - npi_work | ||
| - npi_schools | ||
| - npi_international_travel | ||
| countries: | ||
| - DE | ||
| regions: | ||
| - DE | ||
| period_fit: | ||
| - 2020-11 | ||
| - 2022-22 | ||
| period_eval: | ||
| - 2022-22 | ||
| - 2022-35 | ||
| validation_start: 2022-17 | ||
| window_size: ${model.causal_model.model_config.window_size} | ||
| model: # set baselearners to null for CRN | ||
| y_models: | ||
| model_class: null | ||
| t_models: | ||
| model_class: null | ||
| cate_models: | ||
| model_class: null | ||
| # shap: | ||
| # defined_periods: | ||
| # - [2020-12,2020-22] | ||
| # - [2020-40,2021-08] | ||
| # - [2022-04,2022-34] |
66 changes: 66 additions & 0 deletions
66
config/experiment/nuts0_geo_flag/crnlearner_npi_internal_travel_ES.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,66 @@ | ||
| # @package _global_ | ||
| defaults: | ||
| - /model/causal_model/model_config: crnlearner_ES_nuts0 | ||
| - override /model/causal_model: crnlearner | ||
| - override /model/inference: variational_dropout | ||
| - override /refutation: | ||
| - propensity_thresholding_test | ||
| - placebo_treatment_refutation | ||
| - random_common_cause_refutation | ||
| - data_subset_refutation | ||
|
|
||
| general: | ||
| experiment_name: nuts0_geo_flag/ES | ||
| input_data: ./data/data.csv | ||
| out_dir_base: ./results | ||
| substeps: | ||
| - fit_causal_model | ||
| - evaluate_causal_model | ||
| - refutation | ||
| #- shap_analysis | ||
| data: | ||
| treatment: npi_internal_travel_filtered | ||
| treatment_levels: 2 | ||
| outcome: r_number | ||
| outcome_lag: 7 | ||
| time_predictors: | ||
| - r_number | ||
| - mob_transit | ||
| - weather_iptcc | ||
| - weather_mean_temperature | ||
| - weather_humidity | ||
| - weather_precipitation | ||
| - pollution_o3 | ||
| - pollution_no2 | ||
| - pollution_pm10 | ||
| - covid_tests | ||
| - covid_mask_use | ||
| - covid_vacc_policy | ||
| - npi_stay_home | ||
| - npi_work | ||
| - npi_schools | ||
| - npi_international_travel | ||
| countries: | ||
| - ES | ||
| regions: | ||
| - ES | ||
| period_fit: | ||
| - 2020-7 | ||
| - 2021-51 | ||
| period_eval: | ||
| - 2021-51 | ||
| - 2022-12 | ||
| validation_start: 2021-47 | ||
| window_size: ${model.causal_model.model_config.window_size} | ||
| model: # set baselearners to null for CRN | ||
| y_models: | ||
| model_class: null | ||
| t_models: | ||
| model_class: null | ||
| cate_models: | ||
| model_class: null | ||
| # shap: | ||
| # defined_periods: | ||
| # - [2020-12,2020-22] | ||
| # - [2020-40,2021-08] | ||
| # - [2022-04,2022-34] |
66 changes: 66 additions & 0 deletions
66
config/experiment/nuts0_geo_flag/crnlearner_npi_internal_travel_FR.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,66 @@ | ||
| # @package _global_ | ||
| defaults: | ||
| - /model/causal_model/model_config: crnlearner_FR_nuts0 | ||
| - override /model/causal_model: crnlearner | ||
| - override /model/inference: variational_dropout | ||
| - override /refutation: | ||
| - propensity_thresholding_test | ||
| - placebo_treatment_refutation | ||
| - random_common_cause_refutation | ||
| - data_subset_refutation | ||
|
|
||
| general: | ||
| experiment_name: nuts0_geo_flag/FR | ||
| input_data: ./data/data.csv | ||
| out_dir_base: ./results | ||
| substeps: | ||
| - fit_causal_model | ||
| - evaluate_causal_model | ||
| - refutation | ||
| #- shap_analysis | ||
| data: | ||
| treatment: npi_internal_travel_filtered | ||
| treatment_levels: 2 | ||
| outcome: r_number | ||
| outcome_lag: 7 | ||
| time_predictors: | ||
| - r_number | ||
| - mob_transit | ||
| - weather_iptcc | ||
| - weather_mean_temperature | ||
| - weather_humidity | ||
| - weather_precipitation | ||
| - pollution_o3 | ||
| - pollution_no2 | ||
| - pollution_pm10 | ||
| - covid_tests | ||
| - covid_mask_use | ||
| - covid_vacc_policy | ||
| - npi_stay_home | ||
| - npi_work | ||
| - npi_schools | ||
| - npi_international_travel | ||
| countries: | ||
| - FR | ||
| regions: | ||
| - FR | ||
| period_fit: | ||
| - 2020-12 | ||
| - 2022-21 | ||
| period_eval: | ||
| - 2022-21 | ||
| - 2022-34 | ||
| validation_start: 2022-17 | ||
| window_size: ${model.causal_model.model_config.window_size} | ||
| model: # set baselearners to null for CRN | ||
| y_models: | ||
| model_class: null | ||
| t_models: | ||
| model_class: null | ||
| cate_models: | ||
| model_class: null | ||
| # shap: | ||
| # defined_periods: | ||
| # - [2020-12,2020-22] | ||
| # - [2020-40,2021-08] | ||
| # - [2022-04,2022-34] |
66 changes: 66 additions & 0 deletions
66
config/experiment/nuts0_geo_flag/crnlearner_npi_international_travel_BE.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,66 @@ | ||
| # @package _global_ | ||
| defaults: | ||
| - /model/causal_model/model_config: crnlearner_BE_nuts0 | ||
| - override /model/causal_model: crnlearner | ||
| - override /model/inference: variational_dropout | ||
| - override /refutation: | ||
| - propensity_thresholding_test | ||
| - placebo_treatment_refutation | ||
| - random_common_cause_refutation | ||
| - data_subset_refutation | ||
|
|
||
| general: | ||
| experiment_name: nuts0_geo_flag/BE | ||
| input_data: ./data/data.csv | ||
| out_dir_base: ./results | ||
| substeps: | ||
| - fit_causal_model | ||
| - evaluate_causal_model | ||
| - refutation | ||
| #- shap_analysis | ||
| data: | ||
| treatment: npi_international_travel_filtered | ||
| treatment_levels: 2 | ||
| outcome: r_number | ||
| outcome_lag: 7 | ||
| time_predictors: | ||
| - r_number | ||
| - mob_transit | ||
| - weather_iptcc | ||
| - weather_mean_temperature | ||
| - weather_humidity | ||
| - weather_precipitation | ||
| - pollution_o3 | ||
| - pollution_no2 | ||
| - pollution_pm10 | ||
| - covid_tests | ||
| - covid_mask_use | ||
| - covid_vacc_policy | ||
| - npi_stay_home | ||
| - npi_work | ||
| - npi_internal_travel | ||
| - npi_schools | ||
| countries: | ||
| - BE | ||
| regions: | ||
| - BE | ||
| period_fit: | ||
| - 2020-11 | ||
| - 2022-21 | ||
| period_eval: | ||
| - 2022-21 | ||
| - 2022-34 | ||
| validation_start: 2022-17 | ||
| window_size: ${model.causal_model.model_config.window_size} | ||
| model: # set baselearners to null for CRN | ||
| y_models: | ||
| model_class: null | ||
| t_models: | ||
| model_class: null | ||
| cate_models: | ||
| model_class: null | ||
| # shap: | ||
| # defined_periods: | ||
| # - [2020-12,2020-22] | ||
| # - [2020-40,2021-08] | ||
| # - [2022-04,2022-34] |
65 changes: 65 additions & 0 deletions
65
config/experiment/nuts0_geo_flag/crnlearner_npi_international_travel_DE.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,65 @@ | ||
| # @package _global_ | ||
| defaults: | ||
| - /model/causal_model/model_config: crnlearner_DE_nuts0 | ||
| - override /model/causal_model: crnlearner | ||
| - override /model/inference: variational_dropout | ||
| - override /refutation: | ||
| - propensity_thresholding_test | ||
| - placebo_treatment_refutation | ||
| - random_common_cause_refutation | ||
| - data_subset_refutation | ||
|
|
||
| general: | ||
| experiment_name: nuts0_geo_flag/DE | ||
| input_data: ./data/data.csv | ||
| out_dir_base: ./results | ||
| substeps: | ||
| - fit_causal_model | ||
| - evaluate_causal_model | ||
| - refutation | ||
| #- shap_analysis | ||
| data: | ||
| treatment: npi_international_travel_filtered | ||
| treatment_levels: 2 | ||
| outcome: r_number | ||
| outcome_lag: 7 | ||
| time_predictors: | ||
| - r_number | ||
| - mob_transit | ||
| - weather_iptcc | ||
| - weather_mean_temperature | ||
| - weather_humidity | ||
| - weather_precipitation | ||
| - pollution_o3 | ||
| - pollution_no2 | ||
| - pollution_pm10 | ||
| - covid_tests | ||
| - covid_mask_use | ||
| - covid_vacc_policy | ||
| - npi_stay_home | ||
| - npi_work | ||
| - npi_internal_travel | ||
| - npi_schools | ||
| countries: | ||
| - DE | ||
| regions: | ||
| - DE | ||
| period_fit: | ||
| - 2020-11 | ||
| - 2022-22 | ||
| period_eval: | ||
| - 2022-22 | ||
| - 2022-35 | ||
| validation_start: 2022-17 | ||
| window_size: ${model.causal_model.model_config.window_size} | ||
| model: # set baselearners to null for CRN | ||
| y_models: | ||
| model_class: null | ||
| t_models: | ||
| model_class: null | ||
| cate_models: | ||
| model_class: null | ||
| shap: | ||
| defined_periods: | ||
| #- [2022-22,2022-35] | ||
| - [2020-11,2022-22] |
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