Datasets:
Update README.md
Browse files
README.md
CHANGED
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@@ -8,4 +8,288 @@ tags:
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pretty_name: PGLearn Optimal Power Flow (30_ieee)
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| 9 |
task_categories:
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| 10 |
- tabular-regression
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| 11 |
---
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| 8 |
pretty_name: PGLearn Optimal Power Flow (30_ieee)
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| 9 |
task_categories:
|
| 10 |
- tabular-regression
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| 11 |
+
dataset_info:
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| 12 |
+
config_name: 30_ieee
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| 13 |
+
features:
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| 14 |
+
- name: case/json
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| 15 |
+
dtype: string
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| 16 |
+
- name: input/pd
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| 17 |
+
sequence: float32
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| 18 |
+
length: 21
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| 19 |
+
- name: input/qd
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| 20 |
+
sequence: float32
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| 21 |
+
length: 21
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+
- name: input/gen_status
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+
sequence: bool
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| 24 |
+
length: 6
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+
- name: input/branch_status
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+
sequence: bool
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| 27 |
+
length: 41
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| 28 |
+
- name: input/seed
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| 29 |
+
dtype: int64
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| 30 |
+
- name: ACOPF/primal/vm
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| 31 |
+
sequence: float32
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| 32 |
+
length: 30
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| 33 |
+
- name: ACOPF/primal/va
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| 34 |
+
sequence: float32
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| 35 |
+
length: 30
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| 36 |
+
- name: ACOPF/primal/pg
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| 37 |
+
sequence: float32
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| 38 |
+
length: 6
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| 39 |
+
- name: ACOPF/primal/qg
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| 40 |
+
sequence: float32
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| 41 |
+
length: 6
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| 42 |
+
- name: ACOPF/primal/pf
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| 43 |
+
sequence: float32
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| 44 |
+
length: 41
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| 45 |
+
- name: ACOPF/primal/pt
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| 46 |
+
sequence: float32
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| 47 |
+
length: 41
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| 48 |
+
- name: ACOPF/primal/qf
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| 49 |
+
sequence: float32
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| 50 |
+
length: 41
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| 51 |
+
- name: ACOPF/primal/qt
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| 52 |
+
sequence: float32
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| 53 |
+
length: 41
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| 54 |
+
- name: ACOPF/dual/kcl_p
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| 55 |
+
sequence: float32
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| 56 |
+
length: 30
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| 57 |
+
- name: ACOPF/dual/kcl_q
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| 58 |
+
sequence: float32
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| 59 |
+
length: 30
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| 60 |
+
- name: ACOPF/dual/vm
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| 61 |
+
sequence: float32
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| 62 |
+
length: 30
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| 63 |
+
- name: ACOPF/dual/pg
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| 64 |
+
sequence: float32
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| 65 |
+
length: 6
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| 66 |
+
- name: ACOPF/dual/qg
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| 67 |
+
sequence: float32
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| 68 |
+
length: 6
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| 69 |
+
- name: ACOPF/dual/ohm_pf
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| 70 |
+
sequence: float32
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| 71 |
+
length: 41
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| 72 |
+
- name: ACOPF/dual/ohm_pt
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| 73 |
+
sequence: float32
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| 74 |
+
length: 41
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| 75 |
+
- name: ACOPF/dual/ohm_qf
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| 76 |
+
sequence: float32
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| 77 |
+
length: 41
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| 78 |
+
- name: ACOPF/dual/ohm_qt
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| 79 |
+
sequence: float32
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| 80 |
+
length: 41
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| 81 |
+
- name: ACOPF/dual/pf
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| 82 |
+
sequence: float32
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| 83 |
+
length: 41
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| 84 |
+
- name: ACOPF/dual/pt
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| 85 |
+
sequence: float32
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| 86 |
+
length: 41
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| 87 |
+
- name: ACOPF/dual/qf
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| 88 |
+
sequence: float32
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| 89 |
+
length: 41
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| 90 |
+
- name: ACOPF/dual/qt
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| 91 |
+
sequence: float32
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| 92 |
+
length: 41
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| 93 |
+
- name: ACOPF/dual/va_diff
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| 94 |
+
sequence: float32
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| 95 |
+
length: 41
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| 96 |
+
- name: ACOPF/dual/sm_fr
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| 97 |
+
sequence: float32
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| 98 |
+
length: 41
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| 99 |
+
- name: ACOPF/dual/sm_to
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| 100 |
+
sequence: float32
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| 101 |
+
length: 41
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| 102 |
+
- name: ACOPF/dual/slack_bus
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| 103 |
+
dtype: float32
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| 104 |
+
- name: ACOPF/meta/seed
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| 105 |
+
dtype: int64
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| 106 |
+
- name: ACOPF/meta/formulation
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| 107 |
+
dtype: string
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| 108 |
+
- name: ACOPF/meta/primal_objective_value
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| 109 |
+
dtype: float32
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| 110 |
+
- name: ACOPF/meta/dual_objective_value
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| 111 |
+
dtype: float32
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| 112 |
+
- name: ACOPF/meta/primal_status
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| 113 |
+
dtype: string
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| 114 |
+
- name: ACOPF/meta/dual_status
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| 115 |
+
dtype: string
|
| 116 |
+
- name: ACOPF/meta/termination_status
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| 117 |
+
dtype: string
|
| 118 |
+
- name: ACOPF/meta/build_time
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| 119 |
+
dtype: float32
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| 120 |
+
- name: ACOPF/meta/extract_time
|
| 121 |
+
dtype: float32
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| 122 |
+
- name: ACOPF/meta/solve_time
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| 123 |
+
dtype: float32
|
| 124 |
+
- name: DCOPF/primal/va
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| 125 |
+
sequence: float32
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| 126 |
+
length: 30
|
| 127 |
+
- name: DCOPF/primal/pg
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| 128 |
+
sequence: float32
|
| 129 |
+
length: 6
|
| 130 |
+
- name: DCOPF/primal/pf
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| 131 |
+
sequence: float32
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| 132 |
+
length: 41
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| 133 |
+
- name: DCOPF/dual/kcl_p
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| 134 |
+
sequence: float32
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| 135 |
+
length: 30
|
| 136 |
+
- name: DCOPF/dual/pg
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| 137 |
+
sequence: float32
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| 138 |
+
length: 6
|
| 139 |
+
- name: DCOPF/dual/ohm_pf
|
| 140 |
+
sequence: float32
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| 141 |
+
length: 41
|
| 142 |
+
- name: DCOPF/dual/pf
|
| 143 |
+
sequence: float32
|
| 144 |
+
length: 41
|
| 145 |
+
- name: DCOPF/dual/va_diff
|
| 146 |
+
sequence: float32
|
| 147 |
+
length: 41
|
| 148 |
+
- name: DCOPF/dual/slack_bus
|
| 149 |
+
dtype: float32
|
| 150 |
+
- name: DCOPF/meta/seed
|
| 151 |
+
dtype: int64
|
| 152 |
+
- name: DCOPF/meta/formulation
|
| 153 |
+
dtype: string
|
| 154 |
+
- name: DCOPF/meta/primal_objective_value
|
| 155 |
+
dtype: float32
|
| 156 |
+
- name: DCOPF/meta/dual_objective_value
|
| 157 |
+
dtype: float32
|
| 158 |
+
- name: DCOPF/meta/primal_status
|
| 159 |
+
dtype: string
|
| 160 |
+
- name: DCOPF/meta/dual_status
|
| 161 |
+
dtype: string
|
| 162 |
+
- name: DCOPF/meta/termination_status
|
| 163 |
+
dtype: string
|
| 164 |
+
- name: DCOPF/meta/build_time
|
| 165 |
+
dtype: float32
|
| 166 |
+
- name: DCOPF/meta/extract_time
|
| 167 |
+
dtype: float32
|
| 168 |
+
- name: DCOPF/meta/solve_time
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| 169 |
+
dtype: float32
|
| 170 |
+
- name: SOCOPF/primal/w
|
| 171 |
+
sequence: float32
|
| 172 |
+
length: 30
|
| 173 |
+
- name: SOCOPF/primal/pg
|
| 174 |
+
sequence: float32
|
| 175 |
+
length: 6
|
| 176 |
+
- name: SOCOPF/primal/qg
|
| 177 |
+
sequence: float32
|
| 178 |
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length: 6
|
| 179 |
+
- name: SOCOPF/primal/pf
|
| 180 |
+
sequence: float32
|
| 181 |
+
length: 41
|
| 182 |
+
- name: SOCOPF/primal/pt
|
| 183 |
+
sequence: float32
|
| 184 |
+
length: 41
|
| 185 |
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- name: SOCOPF/primal/qf
|
| 186 |
+
sequence: float32
|
| 187 |
+
length: 41
|
| 188 |
+
- name: SOCOPF/primal/qt
|
| 189 |
+
sequence: float32
|
| 190 |
+
length: 41
|
| 191 |
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- name: SOCOPF/primal/wr
|
| 192 |
+
sequence: float32
|
| 193 |
+
length: 41
|
| 194 |
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- name: SOCOPF/primal/wi
|
| 195 |
+
sequence: float32
|
| 196 |
+
length: 41
|
| 197 |
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- name: SOCOPF/dual/kcl_p
|
| 198 |
+
sequence: float32
|
| 199 |
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length: 30
|
| 200 |
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- name: SOCOPF/dual/kcl_q
|
| 201 |
+
sequence: float32
|
| 202 |
+
length: 30
|
| 203 |
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- name: SOCOPF/dual/w
|
| 204 |
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sequence: float32
|
| 205 |
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length: 30
|
| 206 |
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- name: SOCOPF/dual/pg
|
| 207 |
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sequence: float32
|
| 208 |
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length: 6
|
| 209 |
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- name: SOCOPF/dual/qg
|
| 210 |
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sequence: float32
|
| 211 |
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length: 6
|
| 212 |
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- name: SOCOPF/dual/ohm_pf
|
| 213 |
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sequence: float32
|
| 214 |
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length: 41
|
| 215 |
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- name: SOCOPF/dual/ohm_pt
|
| 216 |
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sequence: float32
|
| 217 |
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length: 41
|
| 218 |
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- name: SOCOPF/dual/ohm_qf
|
| 219 |
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sequence: float32
|
| 220 |
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length: 41
|
| 221 |
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- name: SOCOPF/dual/ohm_qt
|
| 222 |
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sequence: float32
|
| 223 |
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length: 41
|
| 224 |
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- name: SOCOPF/dual/jabr
|
| 225 |
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dtype:
|
| 226 |
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array2_d:
|
| 227 |
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shape:
|
| 228 |
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- 41
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| 229 |
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- 4
|
| 230 |
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dtype: float32
|
| 231 |
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- name: SOCOPF/dual/sm_fr
|
| 232 |
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dtype:
|
| 233 |
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array2_d:
|
| 234 |
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shape:
|
| 235 |
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- 41
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| 236 |
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| 237 |
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| 238 |
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| 239 |
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dtype:
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| 240 |
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|
| 241 |
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|
| 242 |
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| 243 |
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| 245 |
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| 246 |
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| 247 |
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| 248 |
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- name: SOCOPF/dual/wr
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| 249 |
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| 250 |
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| 251 |
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| 252 |
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| 254 |
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| 255 |
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| 256 |
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| 257 |
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| 258 |
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sequence: float32
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| 259 |
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| 260 |
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| 261 |
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sequence: float32
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| 262 |
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length: 41
|
| 263 |
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- name: SOCOPF/dual/qt
|
| 264 |
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sequence: float32
|
| 265 |
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length: 41
|
| 266 |
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- name: SOCOPF/meta/seed
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| 267 |
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dtype: int64
|
| 268 |
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- name: SOCOPF/meta/formulation
|
| 269 |
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dtype: string
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| 270 |
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- name: SOCOPF/meta/primal_objective_value
|
| 271 |
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dtype: float32
|
| 272 |
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- name: SOCOPF/meta/dual_objective_value
|
| 273 |
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dtype: float32
|
| 274 |
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- name: SOCOPF/meta/primal_status
|
| 275 |
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dtype: string
|
| 276 |
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- name: SOCOPF/meta/dual_status
|
| 277 |
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dtype: string
|
| 278 |
+
- name: SOCOPF/meta/termination_status
|
| 279 |
+
dtype: string
|
| 280 |
+
- name: SOCOPF/meta/build_time
|
| 281 |
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dtype: float32
|
| 282 |
+
- name: SOCOPF/meta/extract_time
|
| 283 |
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dtype: float32
|
| 284 |
+
- name: SOCOPF/meta/solve_time
|
| 285 |
+
dtype: float32
|
| 286 |
+
splits:
|
| 287 |
+
- name: train
|
| 288 |
+
num_bytes: 59165871336
|
| 289 |
+
num_examples: 793067
|
| 290 |
+
- name: test
|
| 291 |
+
num_bytes: 14791486486
|
| 292 |
+
num_examples: 198267
|
| 293 |
+
download_size: 7531690754
|
| 294 |
+
dataset_size: 73957357822
|
| 295 |
---
|