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Datasets:
PGLearn
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PGLearn-Small-14_ieee-nminus1

Tasks:
Tabular Regression
Modalities:
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parquet
Size:
100K - 1M
Tags:
energy
optimization
optimal_power_flow
power_grid
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PGLearn-Small-14_ieee-nminus1 / README.md
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metadata
license: cc-by-sa-4.0
tags:
  - energy
  - optimization
  - optimal_power_flow
  - power_grid
pretty_name: PGLearn Optimal Power Flow (14_ieee, N-1)
task_categories:
  - tabular-regression
dataset_info:
  config_name: 14_ieee-nminus1
  features:
    - name: input/pd
      sequence: float32
      length: 11
    - name: input/qd
      sequence: float32
      length: 11
    - name: input/gen_status
      sequence: bool
      length: 5
    - name: input/branch_status
      sequence: bool
      length: 20
    - name: input/seed
      dtype: int64
    - name: ACOPF/primal/vm
      sequence: float32
      length: 14
    - name: ACOPF/primal/va
      sequence: float32
      length: 14
    - name: ACOPF/primal/pg
      sequence: float32
      length: 5
    - name: ACOPF/primal/qg
      sequence: float32
      length: 5
    - name: ACOPF/primal/pf
      sequence: float32
      length: 20
    - name: ACOPF/primal/pt
      sequence: float32
      length: 20
    - name: ACOPF/primal/qf
      sequence: float32
      length: 20
    - name: ACOPF/primal/qt
      sequence: float32
      length: 20
    - name: ACOPF/dual/kcl_p
      sequence: float32
      length: 14
    - name: ACOPF/dual/kcl_q
      sequence: float32
      length: 14
    - name: ACOPF/dual/vm
      sequence: float32
      length: 14
    - name: ACOPF/dual/pg
      sequence: float32
      length: 5
    - name: ACOPF/dual/qg
      sequence: float32
      length: 5
    - name: ACOPF/dual/ohm_pf
      sequence: float32
      length: 20
    - name: ACOPF/dual/ohm_pt
      sequence: float32
      length: 20
    - name: ACOPF/dual/ohm_qf
      sequence: float32
      length: 20
    - name: ACOPF/dual/ohm_qt
      sequence: float32
      length: 20
    - name: ACOPF/dual/pf
      sequence: float32
      length: 20
    - name: ACOPF/dual/pt
      sequence: float32
      length: 20
    - name: ACOPF/dual/qf
      sequence: float32
      length: 20
    - name: ACOPF/dual/qt
      sequence: float32
      length: 20
    - name: ACOPF/dual/va_diff
      sequence: float32
      length: 20
    - name: ACOPF/dual/sm_fr
      sequence: float32
      length: 20
    - name: ACOPF/dual/sm_to
      sequence: float32
      length: 20
    - name: ACOPF/dual/slack_bus
      dtype: float32
    - name: ACOPF/meta/seed
      dtype: int64
    - name: ACOPF/meta/formulation
      dtype: string
    - name: ACOPF/meta/primal_objective_value
      dtype: float32
    - name: ACOPF/meta/dual_objective_value
      dtype: float32
    - name: ACOPF/meta/primal_status
      dtype: string
    - name: ACOPF/meta/dual_status
      dtype: string
    - name: ACOPF/meta/termination_status
      dtype: string
    - name: ACOPF/meta/build_time
      dtype: float32
    - name: ACOPF/meta/extract_time
      dtype: float32
    - name: ACOPF/meta/solve_time
      dtype: float32
    - name: DCOPF/primal/va
      sequence: float32
      length: 14
    - name: DCOPF/primal/pg
      sequence: float32
      length: 5
    - name: DCOPF/primal/pf
      sequence: float32
      length: 20
    - name: DCOPF/dual/kcl_p
      sequence: float32
      length: 14
    - name: DCOPF/dual/pg
      sequence: float32
      length: 5
    - name: DCOPF/dual/ohm_pf
      sequence: float32
      length: 20
    - name: DCOPF/dual/pf
      sequence: float32
      length: 20
    - name: DCOPF/dual/va_diff
      sequence: float32
      length: 20
    - name: DCOPF/dual/slack_bus
      dtype: float32
    - name: DCOPF/meta/seed
      dtype: int64
    - name: DCOPF/meta/formulation
      dtype: string
    - name: DCOPF/meta/primal_objective_value
      dtype: float32
    - name: DCOPF/meta/dual_objective_value
      dtype: float32
    - name: DCOPF/meta/primal_status
      dtype: string
    - name: DCOPF/meta/dual_status
      dtype: string
    - name: DCOPF/meta/termination_status
      dtype: string
    - name: DCOPF/meta/build_time
      dtype: float32
    - name: DCOPF/meta/extract_time
      dtype: float32
    - name: DCOPF/meta/solve_time
      dtype: float32
    - name: SOCOPF/primal/w
      sequence: float32
      length: 14
    - name: SOCOPF/primal/pg
      sequence: float32
      length: 5
    - name: SOCOPF/primal/qg
      sequence: float32
      length: 5
    - name: SOCOPF/primal/pf
      sequence: float32
      length: 20
    - name: SOCOPF/primal/pt
      sequence: float32
      length: 20
    - name: SOCOPF/primal/qf
      sequence: float32
      length: 20
    - name: SOCOPF/primal/qt
      sequence: float32
      length: 20
    - name: SOCOPF/primal/wr
      sequence: float32
      length: 20
    - name: SOCOPF/primal/wi
      sequence: float32
      length: 20
    - name: SOCOPF/dual/kcl_p
      sequence: float32
      length: 14
    - name: SOCOPF/dual/kcl_q
      sequence: float32
      length: 14
    - name: SOCOPF/dual/w
      sequence: float32
      length: 14
    - name: SOCOPF/dual/pg
      sequence: float32
      length: 5
    - name: SOCOPF/dual/qg
      sequence: float32
      length: 5
    - name: SOCOPF/dual/ohm_pf
      sequence: float32
      length: 20
    - name: SOCOPF/dual/ohm_pt
      sequence: float32
      length: 20
    - name: SOCOPF/dual/ohm_qf
      sequence: float32
      length: 20
    - name: SOCOPF/dual/ohm_qt
      sequence: float32
      length: 20
    - name: SOCOPF/dual/jabr
      dtype:
        array2_d:
          shape:
            - 20
            - 4
          dtype: float32
    - name: SOCOPF/dual/sm_fr
      dtype:
        array2_d:
          shape:
            - 20
            - 3
          dtype: float32
    - name: SOCOPF/dual/sm_to
      dtype:
        array2_d:
          shape:
            - 20
            - 3
          dtype: float32
    - name: SOCOPF/dual/va_diff
      sequence: float32
      length: 20
    - name: SOCOPF/dual/wr
      sequence: float32
      length: 20
    - name: SOCOPF/dual/wi
      sequence: float32
      length: 20
    - name: SOCOPF/dual/pf
      sequence: float32
      length: 20
    - name: SOCOPF/dual/pt
      sequence: float32
      length: 20
    - name: SOCOPF/dual/qf
      sequence: float32
      length: 20
    - name: SOCOPF/dual/qt
      sequence: float32
      length: 20
    - name: SOCOPF/meta/seed
      dtype: int64
    - name: SOCOPF/meta/formulation
      dtype: string
    - name: SOCOPF/meta/primal_objective_value
      dtype: float32
    - name: SOCOPF/meta/dual_objective_value
      dtype: float32
    - name: SOCOPF/meta/primal_status
      dtype: string
    - name: SOCOPF/meta/dual_status
      dtype: string
    - name: SOCOPF/meta/termination_status
      dtype: string
    - name: SOCOPF/meta/build_time
      dtype: float32
    - name: SOCOPF/meta/extract_time
      dtype: float32
    - name: SOCOPF/meta/solve_time
      dtype: float32
  splits:
    - name: train
      num_bytes: 1569115561
      num_examples: 317691
    - name: test
      num_bytes: 392280126
      num_examples: 79423
  download_size: 2365490400
  dataset_size: 1961395687
configs:
  - config_name: 14_ieee-nminus1
    data_files:
      - split: train
        path: 14_ieee-nminus1/train-*
      - split: test
        path: 14_ieee-nminus1/test-*
    default: true