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Upload dataset

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  1. README.md +247 -0
  2. data/train-00000-of-00001.parquet +3 -0
README.md CHANGED
@@ -1,5 +1,248 @@
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  ---
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  dataset_info:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - config_name: full_flat
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  features:
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  - name: metrics.id
@@ -276,6 +519,10 @@ dataset_info:
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  download_size: 956063943
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  dataset_size: 1373486837
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  configs:
 
 
 
 
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  - config_name: full_flat
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  data_files:
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  - split: train
 
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  ---
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  dataset_info:
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+ - config_name: default
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+ features:
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+ - name: metrics.id
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+ dtype: string
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+ - name: metrics.json
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+ struct:
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+ - name: aspect_ratio
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+ dtype: float64
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+ - name: aspect_ratio_over_edge_rotational_transform
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+ dtype: float64
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+ - name: average_triangularity
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+ dtype: float64
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+ - name: axis_magnetic_mirror_ratio
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+ dtype: float64
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+ - name: axis_rotational_transform_over_n_field_periods
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+ dtype: float64
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+ - name: edge_magnetic_mirror_ratio
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+ dtype: float64
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+ - name: edge_rotational_transform_over_n_field_periods
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+ dtype: float64
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+ - name: flux_compression_in_regions_of_bad_curvature
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+ dtype: float64
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+ - name: max_elongation
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+ dtype: float64
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+ - name: minimum_normalized_magnetic_gradient_scale_length
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+ dtype: float64
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+ - name: qi
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+ dtype: float64
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+ - name: vacuum_well
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+ dtype: float64
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+ - name: boundary.json
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+ struct:
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+ - name: is_stellarator_symmetric
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+ dtype: bool
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+ - name: n_field_periods
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+ dtype: int64
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+ - name: r_cos
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+ sequence:
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+ sequence: float64
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+ - name: r_sin
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+ dtype: 'null'
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+ - name: z_cos
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+ dtype: 'null'
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+ - name: z_sin
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+ sequence:
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+ sequence: float64
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+ - name: omnigenous_field_and_targets.id
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+ dtype: string
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+ - name: omnigenous_field_and_targets.json
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+ struct:
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+ - name: aspect_ratio
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+ dtype: float64
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+ - name: major_radius
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+ dtype: float64
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+ - name: max_elongation
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+ dtype: float64
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+ - name: omnigenous_field
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+ struct:
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+ - name: modB_spline_knot_coefficients
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+ sequence:
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+ sequence: float64
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+ - name: n_field_periods
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+ dtype: int64
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+ - name: poloidal_winding
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+ dtype: int64
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+ - name: torodial_winding
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+ dtype: int64
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+ - name: x_lmn
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+ sequence:
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+ sequence:
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+ sequence: float64
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+ - name: rotational_transform
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+ dtype: float64
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+ - name: desc_omnigenous_field_optimization_settings.id
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+ dtype: string
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+ - name: desc_omnigenous_field_optimization_settings.json
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+ struct:
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+ - name: equilibrium_settings
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+ struct:
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+ - name: check_orientation
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+ dtype: bool
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+ - name: max_poloidal_mode
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+ dtype: int64
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+ - name: max_toroidal_mode
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+ dtype: int64
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+ - name: psi
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+ dtype: float64
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+ - name: initial_guess_settings
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+ struct:
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+ - name: aspect_ratio
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+ dtype: float64
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+ - name: elongation
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+ dtype: float64
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+ - name: is_iota_positive
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+ dtype: bool
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+ - name: is_stellarator_symmetric
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+ dtype: bool
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+ - name: major_radius
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+ dtype: float64
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+ - name: max_elongation
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+ dtype: float64
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+ - name: max_poloidal_mode
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+ dtype: int64
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+ - name: max_toroidal_mode
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+ dtype: int64
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+ - name: mirror_ratio
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+ dtype: float64
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+ - name: n_field_periods
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+ dtype: int64
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+ - name: rotational_transform
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+ dtype: float64
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+ - name: torsion
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+ dtype: float64
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+ - name: objective_settings
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+ struct:
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+ - name: aspect_ratio_settings
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+ struct:
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+ - name: name
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+ dtype: string
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+ - name: target_kind
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+ dtype: string
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+ - name: weight
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+ dtype: float64
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+ - name: elongation_settings
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+ struct:
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+ - name: name
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+ dtype: string
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+ - name: target_kind
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+ dtype: string
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+ - name: weight
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+ dtype: float64
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+ - name: omnigenity_settings
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+ struct:
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+ - name: eq_lcfs_grid_M_factor
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+ dtype: int64
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+ - name: eq_lcfs_grid_N_factor
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+ dtype: int64
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+ - name: eq_lcfs_grid_rho
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+ dtype: float64
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+ - name: eta_weight
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+ dtype: float64
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+ - name: name
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+ dtype: string
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+ - name: weight
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+ dtype: float64
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+ - name: rotational_transform_settings
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+ struct:
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+ - name: name
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+ dtype: string
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+ - name: target_kind
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+ dtype: string
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+ - name: weight
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+ dtype: float64
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+ - name: optimizer_settings
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+ struct:
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+ - name: maxiter
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+ dtype: int64
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+ - name: name
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+ dtype: string
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+ - name: verbose
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+ dtype: int64
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+ - name: vmec_omnigenous_field_optimization_settings.id
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+ dtype: string
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+ - name: vmec_omnigenous_field_optimization_settings.json
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+ struct:
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+ - name: gradient_based_relative_objectives_tolerance
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+ dtype: float64
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+ - name: gradient_free_budget_per_design_variable
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+ dtype: int64
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+ - name: gradient_free_max_time
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+ dtype: int64
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+ - name: gradient_free_optimization_hypercube_bounds
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+ dtype: float64
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+ - name: infinity_norm_spectrum_scaling
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+ dtype: float64
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+ - name: max_poloidal_mode
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+ dtype: int64
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+ - name: max_toroidal_mode
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+ dtype: int64
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+ - name: n_inner_optimizations
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+ dtype: int64
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+ - name: use_continuation_method_in_fourier_space
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+ dtype: bool
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+ - name: verbose
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+ dtype: bool
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+ - name: qp_init_omnigenous_field_optimization_settings.id
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+ dtype: string
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+ - name: qp_init_omnigenous_field_optimization_settings.json
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+ struct:
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+ - name: aspect_ratio
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+ dtype: float64
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+ - name: elongation
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+ dtype: float64
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+ - name: is_iota_positive
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+ dtype: bool
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+ - name: is_stellarator_symmetric
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+ dtype: bool
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+ - name: major_radius
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+ dtype: float64
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+ - name: mirror_ratio
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+ dtype: float64
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+ - name: n_field_periods
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+ dtype: int64
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+ - name: torsion
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+ dtype: float64
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+ - name: nae_init_omnigenous_field_optimization_settings.id
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+ dtype: string
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+ - name: nae_init_omnigenous_field_optimization_settings.json
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+ struct:
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+ - name: aspect_ratio
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+ dtype: float64
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+ - name: max_elongation
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+ dtype: float64
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+ - name: max_poloidal_mode
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+ dtype: int64
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+ - name: max_toroidal_mode
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+ dtype: int64
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+ - name: mirror_ratio
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+ dtype: float64
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+ - name: n_field_periods
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+ dtype: int64
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+ - name: rotational_transform
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+ dtype: float64
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+ - name: misc.vmecpp_wout_id
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+ dtype: string
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+ - name: misc.has_optimize_boundary_omnigenity_vmec_error
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+ dtype: bool
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+ - name: misc.has_optimize_boundary_omnigenity_desc_error
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+ dtype: bool
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+ - name: misc.has_generate_qp_initialization_from_targets_error
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+ dtype: bool
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+ - name: misc.has_generate_nae_initialization_from_targets_error
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+ dtype: bool
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+ - name: misc.has_neurips_2025_forward_model_error
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+ dtype: bool
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+ - name: plasma_config_id
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+ dtype: string
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+ splits:
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+ - name: train
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+ num_bytes: 450323485.8691894
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+ num_examples: 182222
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+ download_size: 242355055
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+ dataset_size: 450323485.8691894
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  - config_name: full_flat
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  features:
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  - name: metrics.id
 
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  download_size: 956063943
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  dataset_size: 1373486837
521
  configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/train-*
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  - config_name: full_flat
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  data_files:
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  - split: train
data/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ size 242355055