├── LICENCE ├── README.md ├── lectures ├── day1 │ ├── code │ │ ├── .ipynb_checkpoints │ │ │ ├── 01_GradientDescent_and_StochasticGradientDescent-checkpoint.ipynb │ │ │ ├── 02_Gentle_DNN-checkpoint.ipynb │ │ │ └── 03_Tensorboard-checkpoint.ipynb │ │ ├── 01_GradientDescent_and_StochasticGradientDescent.ipynb │ │ ├── 02_Gentle_DNN.ipynb │ │ ├── 03_Tensorboard.ipynb │ │ └── SGD_data.txt │ ├── readings │ │ └── Int Economic Review - 2022 - Azinovic - DEEP EQUILIBRIUM NETS (1).pdf │ └── slides │ │ ├── 01_Intro_to_DeepLearning.pdf │ │ └── 02_DeepEquilibriumNets.pdf ├── day2 │ ├── code │ │ ├── 01_Brook_Mirman_1972_DEQN.ipynb │ │ ├── 02_Brock_Mirman_Uncertainty_DEQN.ipynb │ │ ├── 03_DEQN_Exercises_Blancs.ipynb │ │ ├── 03_DEQN_Exercises_Solutions.ipynb │ │ ├── 1d_GPR.ipynb │ │ ├── 1d_gp_example.ipynb │ │ ├── BAL_with_GPs.ipynb │ │ ├── DEQN_production_code │ │ │ ├── Definitions.py │ │ │ ├── Equilibrium.py │ │ │ ├── GP_exercise.py │ │ │ ├── Globals.py │ │ │ ├── Graphs.py │ │ │ ├── Parameters.py │ │ │ ├── PolicyState.py │ │ │ ├── README.md │ │ │ ├── State.py │ │ │ ├── __init__.py │ │ │ ├── analytic │ │ │ │ ├── Definitions.py │ │ │ │ ├── Dynamics.py │ │ │ │ ├── Equations.py │ │ │ │ ├── Hooks.py │ │ │ │ ├── Variables.py │ │ │ │ └── __pycache__ │ │ │ │ │ ├── Definitions.cpython-310.pyc │ │ │ │ │ ├── Dynamics.cpython-310.pyc │ │ │ │ │ ├── Equations.cpython-310.pyc │ │ │ │ │ ├── Hooks.cpython-310.pyc │ │ │ │ │ └── Variables.cpython-310.pyc │ │ │ ├── config │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ └── __init__.cpython-310.pyc │ │ │ │ ├── config.yaml │ │ │ │ ├── constants │ │ │ │ │ ├── analytic.yaml │ │ │ │ │ ├── baseline.yaml │ │ │ │ │ └── stochastic_growth.yaml │ │ │ │ ├── net │ │ │ │ │ ├── analytic.yaml │ │ │ │ │ ├── baseline.yaml │ │ │ │ │ └── stochastic_growth.yaml │ │ │ │ ├── optimizer │ │ │ │ │ ├── analytic.yaml │ │ │ │ │ ├── baseline.yaml │ │ │ │ │ └── stochastic_growth.yaml │ │ │ │ ├── run │ │ │ │ │ ├── analytic.yaml │ │ │ │ │ ├── baseline.yaml │ │ │ │ │ └── stochastic_growth.yaml │ │ │ │ └── variables │ │ │ │ │ ├── analytic.yaml │ │ │ │ │ ├── baseline.yaml │ │ │ │ │ └── stochastic_growth.yaml │ │ │ ├── config_postprocess │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ └── __init__.cpython-310.pyc │ │ │ │ └── config.yaml │ │ │ ├── daint_env.sh │ │ │ ├── daint_env.txt │ │ │ ├── daint_venv.sh │ │ │ ├── environment.yaml │ │ │ ├── gpu.sbatch │ │ │ ├── horovod.sbatch │ │ │ ├── horovod_conda.yaml │ │ │ ├── post_process.py │ │ │ ├── post_process_ABC.py │ │ │ ├── post_process_GP.py │ │ │ ├── run_deepnet.py │ │ │ ├── run_horovod.sh │ │ │ ├── stochastic_growth │ │ │ │ ├── Definitions.py │ │ │ │ ├── Dynamics.py │ │ │ │ ├── Equations.py │ │ │ │ ├── Hooks.py │ │ │ │ ├── Variables.py │ │ │ │ └── __init__.py │ │ │ ├── stochastic_growth_pseudostates │ │ │ │ ├── Definitions.py │ │ │ │ ├── Dynamics.py │ │ │ │ ├── Equations.py │ │ │ │ ├── Hooks.py │ │ │ │ ├── Variables.py │ │ │ │ └── __init__.py │ │ │ └── submit_daint.sh │ │ ├── GBMSim.py │ │ ├── GP-BS-Pricing_01.ipynb │ │ ├── GP-BS-Pricing_02.ipynb │ │ ├── GPR_scikit_noise.ipynb │ │ ├── Gaussian_process_regression_in_1d.ipynb │ │ ├── MultiDimBAL.ipynb │ │ ├── poly_reg.ipynb │ │ └── scikit_multi-d.ipynb │ ├── readings │ │ ├── Deep_Surrogates.pdf │ │ └── Machine_learning_dynamic_econ.pdf │ └── slides │ │ ├── 01_DeepEquilibriumNets.pdf │ │ ├── 02_OLG_with_analytical_solution_model.pdf │ │ ├── 03_Surrogate_models.pdf │ │ └── OLG_with_analytical_solution.pdf └── day3 │ ├── code │ ├── DEQN_for_IAMs │ │ ├── Definitions.py │ │ ├── Equilibrium.py │ │ ├── Globals.py │ │ ├── Graphs.py │ │ ├── Parameters.py │ │ ├── PolicyState.py │ │ ├── RCP_data │ │ │ └── RCP_import.csv │ │ ├── README.md │ │ ├── State.py │ │ ├── __init__.py │ │ ├── config │ │ │ ├── __init__.py │ │ │ ├── config.yaml │ │ │ ├── constants │ │ │ │ ├── dice_generic_2016.yaml │ │ │ │ ├── dice_generic_2016_IES05.yaml │ │ │ │ ├── dice_generic_2016_IES2.yaml │ │ │ │ ├── dice_generic_2016_ecs215.yaml │ │ │ │ ├── dice_generic_2016_ecs215_IES05.yaml │ │ │ │ ├── dice_generic_2016_ecs215_IES2.yaml │ │ │ │ ├── dice_generic_2016_ecs215_psi05.yaml │ │ │ │ ├── dice_generic_2016_ecs215_psi2.yaml │ │ │ │ ├── dice_generic_2016_ecs455.yaml │ │ │ │ ├── dice_generic_2016_ecs455_IES05.yaml │ │ │ │ ├── dice_generic_2016_ecs455_IES2.yaml │ │ │ │ ├── dice_generic_2016_ecs455_psi05.yaml │ │ │ │ ├── dice_generic_2016_ecs455_psi2.yaml │ │ │ │ ├── dice_generic_2016_psi05.yaml │ │ │ │ ├── dice_generic_2016_psi2.yaml │ │ │ │ ├── dice_generic_loveclim_giss.yaml │ │ │ │ ├── dice_generic_loveclim_hadgem.yaml │ │ │ │ ├── dice_generic_mesmo_giss.yaml │ │ │ │ ├── dice_generic_mesmo_hadgem.yaml │ │ │ │ ├── dice_generic_mmm_giss.yaml │ │ │ │ ├── dice_generic_mmm_giss_IES05.yaml │ │ │ │ ├── dice_generic_mmm_giss_IES2.yaml │ │ │ │ ├── dice_generic_mmm_giss_psi05.yaml │ │ │ │ ├── dice_generic_mmm_giss_psi2.yaml │ │ │ │ ├── dice_generic_mmm_hadgem.yaml │ │ │ │ ├── dice_generic_mmm_hadgem_IES05.yaml │ │ │ │ ├── dice_generic_mmm_hadgem_IES2.yaml │ │ │ │ ├── dice_generic_mmm_hadgem_psi05.yaml │ │ │ │ ├── dice_generic_mmm_hadgem_psi2.yaml │ │ │ │ ├── dice_generic_mmm_loveclim.yaml │ │ │ │ ├── dice_generic_mmm_mesmo.yaml │ │ │ │ ├── dice_generic_mmm_mmm.yaml │ │ │ │ ├── dice_generic_mmm_mmm_IES05.yaml │ │ │ │ ├── dice_generic_mmm_mmm_IES2.yaml │ │ │ │ ├── dice_generic_mmm_mmm_psi05.yaml │ │ │ │ ├── dice_generic_mmm_mmm_psi2.yaml │ │ │ │ ├── gdice_baseline_2016.yaml │ │ │ │ ├── gdice_baseline_2016_ecs215.yaml │ │ │ │ ├── gdice_baseline_2016_ecs455.yaml │ │ │ │ ├── gdice_baseline_2016_ies05.yaml │ │ │ │ ├── gdice_baseline_2016_ies05_ecs215.yaml │ │ │ │ ├── gdice_baseline_2016_ies05_ecs455.yaml │ │ │ │ ├── gdice_baseline_2016_ies2.yaml │ │ │ │ ├── gdice_baseline_2016_ies2_ecs215.yaml │ │ │ │ ├── gdice_baseline_2016_ies2_ecs455.yaml │ │ │ │ ├── gdice_baseline_2016_psi05.yaml │ │ │ │ ├── gdice_baseline_2016_psi2.yaml │ │ │ │ ├── gdice_baseline_dice16_mmm.yaml │ │ │ │ ├── gdice_baseline_loveclim_giss.yaml │ │ │ │ ├── gdice_baseline_loveclim_hadgem.yaml │ │ │ │ ├── gdice_baseline_mesmo_giss.yaml │ │ │ │ ├── gdice_baseline_mesmo_hadgem.yaml │ │ │ │ ├── gdice_baseline_mmm_giss.yaml │ │ │ │ ├── gdice_baseline_mmm_giss_IES05.yaml │ │ │ │ ├── gdice_baseline_mmm_giss_IES2.yaml │ │ │ │ ├── gdice_baseline_mmm_hadgem.yaml │ │ │ │ ├── gdice_baseline_mmm_hadgem_IES05.yaml │ │ │ │ ├── gdice_baseline_mmm_hadgem_IES2.yaml │ │ │ │ ├── gdice_baseline_mmm_loveclim.yaml │ │ │ │ ├── gdice_baseline_mmm_mesmo.yaml │ │ │ │ ├── gdice_baseline_mmm_mmm.yaml │ │ │ │ ├── gdice_baseline_mmm_mmm_IES05.yaml │ │ │ │ ├── gdice_baseline_mmm_mmm_IES2.yaml │ │ │ │ ├── gdice_baseline_mmm_mmm_psi05.yaml │ │ │ │ └── gdice_baseline_mmm_mmm_psi2.yaml │ │ │ ├── net │ │ │ │ ├── dice_generic.yaml │ │ │ │ ├── dice_generic_GISS-E2-R.yaml │ │ │ │ ├── dice_generic_HadGEM2-ES.yaml │ │ │ │ ├── gdice_baseline.yaml │ │ │ │ ├── gdice_baseline_GISS-E2-R.yaml │ │ │ │ └── gdice_baseline_HadGEM2-ES.yaml │ │ │ ├── optimizer │ │ │ │ ├── dice_generic.yaml │ │ │ │ └── gdice_baseline.yaml │ │ │ ├── run │ │ │ │ ├── dice_generic_10yts.yaml │ │ │ │ ├── dice_generic_1yts.yaml │ │ │ │ ├── dice_generic_5yts.yaml │ │ │ │ ├── gdice_baseline_1yts.yaml │ │ │ │ └── gdice_baseline_5yts.yaml │ │ │ └── variables │ │ │ │ ├── dice_generic_2016.yaml │ │ │ │ ├── dice_generic_2016_FEX.yaml │ │ │ │ ├── dice_generic_loveclim_giss.yaml │ │ │ │ ├── dice_generic_loveclim_hadgem.yaml │ │ │ │ ├── dice_generic_mesmo_giss.yaml │ │ │ │ ├── dice_generic_mesmo_hadgem.yaml │ │ │ │ ├── dice_generic_mmm_giss.yaml │ │ │ │ ├── dice_generic_mmm_hadgem.yaml │ │ │ │ ├── dice_generic_mmm_loveclim.yaml │ │ │ │ ├── dice_generic_mmm_mesmo.yaml │ │ │ │ ├── dice_generic_mmm_mmm.yaml │ │ │ │ ├── gdice_baseline_2016.yaml │ │ │ │ ├── gdice_baseline_dice16_mmm.yaml │ │ │ │ ├── gdice_baseline_loveclim_giss.yaml │ │ │ │ ├── gdice_baseline_loveclim_hadgem.yaml │ │ │ │ ├── gdice_baseline_mesmo_giss.yaml │ │ │ │ ├── gdice_baseline_mesmo_hadgem.yaml │ │ │ │ ├── gdice_baseline_mmm_giss.yaml │ │ │ │ ├── gdice_baseline_mmm_hadgem.yaml │ │ │ │ ├── gdice_baseline_mmm_loveclim.yaml │ │ │ │ ├── gdice_baseline_mmm_mesmo.yaml │ │ │ │ └── gdice_baseline_mmm_mmm.yaml │ │ ├── config_postprocess │ │ │ ├── __init__.py │ │ │ └── config.yaml │ │ ├── dice_generic │ │ │ ├── Definitions.py │ │ │ ├── Dynamics.py │ │ │ ├── Equations.py │ │ │ ├── Hooks.py │ │ │ ├── README.md │ │ │ └── __pycache__ │ │ │ │ ├── Definitions.cpython-36.pyc │ │ │ │ ├── Dynamics.cpython-36.pyc │ │ │ │ ├── Equations.cpython-36.pyc │ │ │ │ └── Hooks.cpython-36.pyc │ │ ├── environment.yaml │ │ ├── post_process_baseline.py │ │ ├── post_process_generic.py │ │ └── run_deepnet.py │ └── DEQN_production_code │ │ ├── ABC_basic_prepare_compare.py │ │ ├── ABC_fix_params │ │ ├── Definitions.py │ │ ├── Dynamics.py │ │ ├── Equations.py │ │ ├── Hooks.py │ │ ├── Variables.py │ │ ├── __init__.py │ │ └── __pycache__ │ │ │ ├── Definitions.cpython-310.pyc │ │ │ ├── Dynamics.cpython-310.pyc │ │ │ ├── Equations.cpython-310.pyc │ │ │ ├── Hooks.cpython-310.pyc │ │ │ ├── Variables.cpython-310.pyc │ │ │ └── __init__.cpython-310.pyc │ │ ├── ABC_prepare_compare.py │ │ ├── ABC_pseudostate │ │ ├── Definitions.py │ │ ├── Dynamics.py │ │ ├── Equations.py │ │ ├── Hooks.py │ │ ├── Net.py │ │ ├── Variables.py │ │ └── __pycache__ │ │ │ ├── Definitions.cpython-310.pyc │ │ │ ├── Dynamics.cpython-310.pyc │ │ │ ├── Equations.cpython-310.pyc │ │ │ ├── Hooks.cpython-310.pyc │ │ │ ├── Net.cpython-310.pyc │ │ │ └── Variables.cpython-310.pyc │ │ ├── Definitions.py │ │ ├── Equilibrium.py │ │ ├── Globals.py │ │ ├── Graphs.py │ │ ├── Parameters.py │ │ ├── PolicyState.py │ │ ├── README.md │ │ ├── State.py │ │ ├── __init__.py │ │ ├── analytic │ │ ├── Definitions.py │ │ ├── Dynamics.py │ │ ├── Equations.py │ │ ├── Hooks.py │ │ └── Variables.py │ │ ├── compare_ABC.py │ │ ├── config │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── config.yaml │ │ ├── constants │ │ │ ├── ABC.yaml │ │ │ ├── ABC_basic.yaml │ │ │ └── analytic.yaml │ │ ├── net │ │ │ ├── ABC.yaml │ │ │ ├── ABC_basic.yaml │ │ │ ├── ABC_large.yaml │ │ │ └── analytic.yaml │ │ ├── optimizer │ │ │ ├── ABC.yaml │ │ │ └── ABC_basic.yaml │ │ ├── run │ │ │ ├── ABC.yaml │ │ │ └── ABC_basic.yaml │ │ └── variables │ │ │ ├── ABC.yaml │ │ │ └── ABC_basic.yaml │ │ ├── config_postprocess │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ └── config.yaml │ │ ├── daint_env.sh │ │ ├── daint_env.txt │ │ ├── daint_venv.sh │ │ ├── environment.yaml │ │ ├── get_policy_state.jl │ │ ├── gpu.sbatch │ │ ├── horovod.sbatch │ │ ├── horovod_conda.yaml │ │ ├── impulse_response.py │ │ ├── post_process.py │ │ ├── post_process_ABC.py │ │ ├── post_process_ABC_GP.py │ │ ├── run_deepnet.py │ │ ├── run_horovod.sh │ │ └── submit_daint.sh │ ├── readings │ ├── Climate_in_Climate_Econ.pdf │ ├── Climate_in_Climate_Econ_appendix.pdf │ ├── DeepUQ_with_an_application_to_IAM.pdf │ └── Today_tomorrow_IAM.pdf │ 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