##########################################################################
#                                                                        #
#   Arguments for Data Generation                                        #
#   Note: All list arguments should have no spacing, e.g. [1,2,3]        #
#                                                                        #
##########################################################################

--dataset_size 4
--batch_size 64
--labels [1,6]
--dataset_name CaseConstructive
--dataset_loc ./output_dir/datasets/galaxy_rot_curve_DAG
--checkpoint_path ./output_dir/checkpoint-cond-699.pth
--timestep_size 100
--sample_seed 42
# --job_id 0
--debug 0
--generation_paradigm constructive
--calculate_MI

# Constructive Method Arguments
--N_mod 2
--N_u 2
--rho_arg [1.0,1.0]
# shape (N_mod, N_u)
--DAG_ul [[1.0,0.0],[0.0,1.0]]

--N_u_theta 2
--eta_arg [0.0,1.0]
--rho_theta_arg [1.0,1.0]
# shape (N_mod, N_u_theta)
--DAG_theta [[1.0,1.0],[1.0,0.0]]
# --T_vectors_method random
--T_vectors_method ./generation_arguments/T_vectors/galaxy_rot_curve_DAG

--alpha 1.0
--beta 1.0
--percentile_to_align 0.95



