psaegert
commited on
Add v7.2, remove old
Browse files- test_set/feynman/skeleton_pool/skeleton_pool.yaml +1 -1
- test_set/feynman/skeleton_pool/skeletons.pkl +2 -2
- test_set/nguyen/skeleton_pool/skeleton_pool.yaml +1 -1
- test_set/soose_nc/skeleton_pool/skeleton_pool.yaml +1 -1
- test_set/soose_nc/skeleton_pool/skeletons.pkl +2 -2
- v5.1/skeleton_pool_val/skeleton_pool.yaml +0 -29
- v5.1/skeleton_pool_val/skeletons.pkl +0 -3
- v5.2/skeleton_pool_val/expression_space.yaml +0 -284
- v5.2/skeleton_pool_val/skeleton_pool.yaml +0 -29
- v5.3/skeleton_pool_val/expression_space.yaml +0 -284
- v5.3/skeleton_pool_val/skeleton_pool.yaml +0 -29
- v5.3/skeleton_pool_val/skeletons.pkl +0 -3
- v5.4/skeleton_pool_val/expression_space.yaml +0 -284
- v5.4/skeleton_pool_val/skeleton_pool.yaml +0 -29
- v5.4/skeleton_pool_val/skeletons.pkl +0 -3
- v5.5/skeleton_pool_val/expression_space.yaml +0 -284
- v5.5/skeleton_pool_val/skeleton_pool.yaml +0 -29
- v5.5/skeleton_pool_val/skeletons.pkl +0 -3
- v6.0/skeleton_pool_val/expression_space.yaml +0 -284
- v6.0/skeleton_pool_val/skeleton_pool.yaml +0 -30
- v6.0/skeleton_pool_val/skeletons.pkl +0 -3
- v6.0/v6.0/skeleton_pool_val/expression_space.yaml +0 -284
- v6.0/v6.0/skeleton_pool_val/skeleton_pool.yaml +0 -30
- v6.0/v6.0/skeleton_pool_val/skeletons.pkl +0 -3
- v6.1/skeleton_pool_val/expression_space.yaml +0 -284
- v6.1/skeleton_pool_val/skeleton_pool.yaml +0 -30
- v6.1/skeleton_pool_val/skeletons.pkl +0 -3
- v6.2/skeleton_pool_val/expression_space.yaml +0 -284
- v6.2/skeleton_pool_val/skeletons.pkl +0 -3
- v6.3/skeleton_pool_val/expression_space.yaml +0 -284
- v6.3/skeleton_pool_val/skeleton_pool.yaml +0 -30
- v6.3/skeleton_pool_val/skeletons.pkl +0 -3
- v6.4/skeleton_pool_val/expression_space.yaml +0 -284
- v6.4/skeleton_pool_val/skeleton_pool.yaml +0 -30
- v6.4/skeleton_pool_val/skeletons.pkl +0 -3
- v6.6/skeleton_pool_val/expression_space.yaml +0 -284
- v6.6/skeleton_pool_val/skeleton_pool.yaml +0 -30
- v6.6/skeleton_pool_val/skeletons.pkl +0 -3
- v6.8/skeleton_pool_val/expression_space.yaml +0 -461
- v6.8/skeleton_pool_val/skeleton_pool.yaml +0 -30
- v6.8/skeleton_pool_val/skeletons.pkl +0 -3
- v6.8/v6.8/skeleton_pool_val/expression_space.yaml +0 -461
- v6.8/v6.8/skeleton_pool_val/skeleton_pool.yaml +0 -30
- v6.8/v6.8/skeleton_pool_val/skeletons.pkl +0 -3
- {v5.1 → v7.2-mini}/skeleton_pool_val/expression_space.yaml +0 -11
- {v6.2 → v7.2-mini}/skeleton_pool_val/skeleton_pool.yaml +1 -1
- {v5.2 → v7.2-mini}/skeleton_pool_val/skeletons.pkl +2 -2
test_set/feynman/skeleton_pool/skeleton_pool.yaml
CHANGED
|
@@ -1,4 +1,4 @@
|
|
| 1 |
-
expression_space:
|
| 2 |
holdout_pools: []
|
| 3 |
sample_strategy:
|
| 4 |
max_tries: 100
|
|
|
|
| 1 |
+
expression_space: /home/psaegert/Projects/flash-ansr/configs/test_set_base/./expression_space.yaml
|
| 2 |
holdout_pools: []
|
| 3 |
sample_strategy:
|
| 4 |
max_tries: 100
|
test_set/feynman/skeleton_pool/skeletons.pkl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:389d0bd491fd927e058e67807422896aac7a0c91538109463b6367fcbcae439a
|
| 3 |
+
size 1158
|
test_set/nguyen/skeleton_pool/skeleton_pool.yaml
CHANGED
|
@@ -1,4 +1,4 @@
|
|
| 1 |
-
expression_space:
|
| 2 |
holdout_pools: []
|
| 3 |
sample_strategy:
|
| 4 |
max_tries: 100
|
|
|
|
| 1 |
+
expression_space: /home/psaegert/Projects/flash-ansr/configs/test_set_base/./expression_space.yaml
|
| 2 |
holdout_pools: []
|
| 3 |
sample_strategy:
|
| 4 |
max_tries: 100
|
test_set/soose_nc/skeleton_pool/skeleton_pool.yaml
CHANGED
|
@@ -1,4 +1,4 @@
|
|
| 1 |
-
expression_space:
|
| 2 |
holdout_pools: []
|
| 3 |
sample_strategy:
|
| 4 |
max_tries: 100
|
|
|
|
| 1 |
+
expression_space: /home/psaegert/Projects/flash-ansr/configs/test_set_base/./expression_space.yaml
|
| 2 |
holdout_pools: []
|
| 3 |
sample_strategy:
|
| 4 |
max_tries: 100
|
test_set/soose_nc/skeleton_pool/skeletons.pkl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e458418755ffdcb4858c0c5ddff0a4c4ade69da95cc5227415205c609c2c47f6
|
| 3 |
+
size 5406
|
v5.1/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,29 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 5
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 11
|
| 13 |
-
max_tries: 1
|
| 14 |
-
allow_nan: false
|
| 15 |
-
simplify: false
|
| 16 |
-
literal_prior: uniform
|
| 17 |
-
literal_prior_kwargs:
|
| 18 |
-
low: 1
|
| 19 |
-
high: 5
|
| 20 |
-
support_prior: uniform_intervals
|
| 21 |
-
support_prior_kwargs:
|
| 22 |
-
low: -10
|
| 23 |
-
high: 10
|
| 24 |
-
n_support_prior: uniform
|
| 25 |
-
n_support_prior_kwargs:
|
| 26 |
-
low: 16
|
| 27 |
-
high: 512
|
| 28 |
-
min_value: 16
|
| 29 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v5.1/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:5c238cb1ed1e0d0bda2000f63d59f9f453807bf2ad8360ac667bd88e105df81a
|
| 3 |
-
size 965147
|
|
|
|
|
|
|
|
|
|
|
|
v5.2/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v5.2/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,29 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 5
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 11
|
| 13 |
-
max_tries: 1
|
| 14 |
-
allow_nan: false
|
| 15 |
-
simplify: true
|
| 16 |
-
literal_prior: uniform
|
| 17 |
-
literal_prior_kwargs:
|
| 18 |
-
low: 1
|
| 19 |
-
high: 5
|
| 20 |
-
support_prior: uniform_intervals
|
| 21 |
-
support_prior_kwargs:
|
| 22 |
-
low: -10
|
| 23 |
-
high: 10
|
| 24 |
-
n_support_prior: uniform
|
| 25 |
-
n_support_prior_kwargs:
|
| 26 |
-
low: 16
|
| 27 |
-
high: 512
|
| 28 |
-
min_value: 16
|
| 29 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v5.3/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v5.3/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,29 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
allow_nan: false
|
| 15 |
-
simplify: true
|
| 16 |
-
literal_prior: uniform
|
| 17 |
-
literal_prior_kwargs:
|
| 18 |
-
low: 1
|
| 19 |
-
high: 5
|
| 20 |
-
support_prior: uniform_intervals
|
| 21 |
-
support_prior_kwargs:
|
| 22 |
-
low: -10
|
| 23 |
-
high: 10
|
| 24 |
-
n_support_prior: uniform
|
| 25 |
-
n_support_prior_kwargs:
|
| 26 |
-
low: 16
|
| 27 |
-
high: 512
|
| 28 |
-
min_value: 16
|
| 29 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v5.3/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:93538a6b87ec38a983a528f1eb4e77dd7f175bbe1d5f5b924795fb0a43e62cbc
|
| 3 |
-
size 1284724
|
|
|
|
|
|
|
|
|
|
|
|
v5.4/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v5.4/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,29 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
allow_nan: false
|
| 15 |
-
simplify: true
|
| 16 |
-
literal_prior: uniform
|
| 17 |
-
literal_prior_kwargs:
|
| 18 |
-
low: 1
|
| 19 |
-
high: 5
|
| 20 |
-
support_prior: uniform_intervals
|
| 21 |
-
support_prior_kwargs:
|
| 22 |
-
low: -10
|
| 23 |
-
high: 10
|
| 24 |
-
n_support_prior: uniform
|
| 25 |
-
n_support_prior_kwargs:
|
| 26 |
-
low: 16
|
| 27 |
-
high: 512
|
| 28 |
-
min_value: 16
|
| 29 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v5.4/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:b543845ab5738780b58e2da9bc0c40f4e8dab357e845e0375f24a4b0032d17e9
|
| 3 |
-
size 1282066
|
|
|
|
|
|
|
|
|
|
|
|
v5.5/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v5.5/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,29 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
allow_nan: false
|
| 15 |
-
simplify: true
|
| 16 |
-
literal_prior: uniform
|
| 17 |
-
literal_prior_kwargs:
|
| 18 |
-
low: -5
|
| 19 |
-
high: 5
|
| 20 |
-
support_prior: uniform_intervals
|
| 21 |
-
support_prior_kwargs:
|
| 22 |
-
low: -10
|
| 23 |
-
high: 10
|
| 24 |
-
n_support_prior: uniform
|
| 25 |
-
n_support_prior_kwargs:
|
| 26 |
-
low: 16
|
| 27 |
-
high: 512
|
| 28 |
-
min_value: 16
|
| 29 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v5.5/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:45a735f40c75df1a8e139ce6ed37c8ba2257787a3560a9d0e3939a57e151ad9f
|
| 3 |
-
size 1281258
|
|
|
|
|
|
|
|
|
|
|
|
v6.0/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.0/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,30 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
independent_dimensions: true
|
| 15 |
-
allow_nan: false
|
| 16 |
-
simplify: true
|
| 17 |
-
literal_prior: uniform
|
| 18 |
-
literal_prior_kwargs:
|
| 19 |
-
low: -5
|
| 20 |
-
high: 5
|
| 21 |
-
support_prior: uniform_intervals
|
| 22 |
-
support_prior_kwargs:
|
| 23 |
-
low: -10
|
| 24 |
-
high: 10
|
| 25 |
-
n_support_prior: uniform
|
| 26 |
-
n_support_prior_kwargs:
|
| 27 |
-
low: 16
|
| 28 |
-
high: 512
|
| 29 |
-
min_value: 16
|
| 30 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.0/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:413a3d59226ea1dd179fe1d6f34da9d8cf282cbc886b7030f214cd4e38193299
|
| 3 |
-
size 1288993
|
|
|
|
|
|
|
|
|
|
|
|
v6.0/v6.0/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.0/v6.0/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,30 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
independent_dimensions: true
|
| 15 |
-
allow_nan: false
|
| 16 |
-
simplify: true
|
| 17 |
-
literal_prior: uniform
|
| 18 |
-
literal_prior_kwargs:
|
| 19 |
-
low: -5
|
| 20 |
-
high: 5
|
| 21 |
-
support_prior: uniform_intervals
|
| 22 |
-
support_prior_kwargs:
|
| 23 |
-
low: -10
|
| 24 |
-
high: 10
|
| 25 |
-
n_support_prior: uniform
|
| 26 |
-
n_support_prior_kwargs:
|
| 27 |
-
low: 16
|
| 28 |
-
high: 512
|
| 29 |
-
min_value: 16
|
| 30 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.0/v6.0/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:ca9ce795da2ce6e7d76b5670c698958ec02be56798e3416fead2b7e07450fcd0
|
| 3 |
-
size 1289035
|
|
|
|
|
|
|
|
|
|
|
|
v6.1/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.1/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,30 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
independent_dimensions: true
|
| 15 |
-
allow_nan: false
|
| 16 |
-
simplify: false
|
| 17 |
-
literal_prior: uniform
|
| 18 |
-
literal_prior_kwargs:
|
| 19 |
-
low: -5
|
| 20 |
-
high: 5
|
| 21 |
-
support_prior: uniform_intervals
|
| 22 |
-
support_prior_kwargs:
|
| 23 |
-
low: -10
|
| 24 |
-
high: 10
|
| 25 |
-
n_support_prior: uniform
|
| 26 |
-
n_support_prior_kwargs:
|
| 27 |
-
low: 16
|
| 28 |
-
high: 512
|
| 29 |
-
min_value: 16
|
| 30 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.1/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:c6015fef69056a77ac1ef5562c1bb114c357fbb47403df43d425a6c162b40cce
|
| 3 |
-
size 1726116
|
|
|
|
|
|
|
|
|
|
|
|
v6.2/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.2/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:374b35db2ceb473987128fed4ce51c50f9303c7bf1ac76847d93afa026f0d203
|
| 3 |
-
size 822357
|
|
|
|
|
|
|
|
|
|
|
|
v6.3/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.3/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,30 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/hard_set/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
independent_dimensions: true
|
| 15 |
-
allow_nan: false
|
| 16 |
-
simplify: true
|
| 17 |
-
literal_prior: uniform
|
| 18 |
-
literal_prior_kwargs:
|
| 19 |
-
low: -5
|
| 20 |
-
high: 5
|
| 21 |
-
support_prior: uniform_intervals
|
| 22 |
-
support_prior_kwargs:
|
| 23 |
-
low: -10
|
| 24 |
-
high: 10
|
| 25 |
-
n_support_prior: uniform
|
| 26 |
-
n_support_prior_kwargs:
|
| 27 |
-
low: 16
|
| 28 |
-
high: 512
|
| 29 |
-
min_value: 16
|
| 30 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.3/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:965ed5808ff4bf434e8400aa3c1eae7332f69b970fa5a05fe43a34662184ac9e
|
| 3 |
-
size 1286218
|
|
|
|
|
|
|
|
|
|
|
|
v6.4/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.4/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,30 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/hard_set/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
independent_dimensions: true
|
| 15 |
-
allow_nan: false
|
| 16 |
-
simplify: true
|
| 17 |
-
literal_prior: uniform
|
| 18 |
-
literal_prior_kwargs:
|
| 19 |
-
low: 1
|
| 20 |
-
high: 5
|
| 21 |
-
support_prior: uniform_intervals
|
| 22 |
-
support_prior_kwargs:
|
| 23 |
-
low: -10
|
| 24 |
-
high: 10
|
| 25 |
-
n_support_prior: uniform
|
| 26 |
-
n_support_prior_kwargs:
|
| 27 |
-
low: 16
|
| 28 |
-
high: 512
|
| 29 |
-
min_value: 16
|
| 30 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.4/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:40de987dba8ae8080abf0ee6ffdf8b87580325a739acdf3b964840cd59aef721
|
| 3 |
-
size 1298778
|
|
|
|
|
|
|
|
|
|
|
|
v6.6/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,284 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
-
alias:
|
| 32 |
-
- negative
|
| 33 |
-
inverse: neg
|
| 34 |
-
arity: 1
|
| 35 |
-
weight: 5
|
| 36 |
-
precedence: 2.5
|
| 37 |
-
commutative: false
|
| 38 |
-
symmetry: -1
|
| 39 |
-
positive: false
|
| 40 |
-
monotonicity: -1
|
| 41 |
-
'*':
|
| 42 |
-
realization: '*'
|
| 43 |
-
alias:
|
| 44 |
-
- mul
|
| 45 |
-
- times
|
| 46 |
-
inverse: /
|
| 47 |
-
arity: 2
|
| 48 |
-
weight: 10
|
| 49 |
-
precedence: 2
|
| 50 |
-
commutative: true
|
| 51 |
-
symmetry: 0
|
| 52 |
-
positive: false
|
| 53 |
-
monotonicity: 0
|
| 54 |
-
/:
|
| 55 |
-
realization: /
|
| 56 |
-
alias:
|
| 57 |
-
- div
|
| 58 |
-
- divide
|
| 59 |
-
inverse: '*'
|
| 60 |
-
arity: 2
|
| 61 |
-
weight: 5
|
| 62 |
-
precedence: 2
|
| 63 |
-
commutative: false
|
| 64 |
-
symmetry: 0
|
| 65 |
-
positive: false
|
| 66 |
-
monotonicity: 0
|
| 67 |
-
abs:
|
| 68 |
-
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
-
alias:
|
| 71 |
-
- absolute
|
| 72 |
-
inverse: null
|
| 73 |
-
arity: 1
|
| 74 |
-
weight: 4
|
| 75 |
-
precedence: 3
|
| 76 |
-
commutative: false
|
| 77 |
-
symmetry: 1
|
| 78 |
-
positive: true
|
| 79 |
-
monotonicity: 0
|
| 80 |
-
inv:
|
| 81 |
-
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
-
alias:
|
| 84 |
-
- inverse
|
| 85 |
-
inverse: inv
|
| 86 |
-
arity: 1
|
| 87 |
-
weight: 4
|
| 88 |
-
precedence: 4
|
| 89 |
-
commutative: false
|
| 90 |
-
symmetry: -1
|
| 91 |
-
positive: false
|
| 92 |
-
monotonicity: -1
|
| 93 |
-
pow2:
|
| 94 |
-
realization: nsrops.pow2
|
| 95 |
-
alias:
|
| 96 |
-
- square
|
| 97 |
-
inverse: null
|
| 98 |
-
arity: 1
|
| 99 |
-
weight: 4
|
| 100 |
-
precedence: 3
|
| 101 |
-
commutative: false
|
| 102 |
-
symmetry: 1
|
| 103 |
-
positive: true
|
| 104 |
-
monotonicity: 0
|
| 105 |
-
pow3:
|
| 106 |
-
realization: nsrops.pow3
|
| 107 |
-
alias:
|
| 108 |
-
- cube
|
| 109 |
-
inverse: pow1_3
|
| 110 |
-
arity: 1
|
| 111 |
-
weight: 2
|
| 112 |
-
precedence: 3
|
| 113 |
-
commutative: false
|
| 114 |
-
symmetry: -1
|
| 115 |
-
positive: false
|
| 116 |
-
monotonicity: 1
|
| 117 |
-
pow4:
|
| 118 |
-
realization: nsrops.pow4
|
| 119 |
-
alias: []
|
| 120 |
-
inverse: null
|
| 121 |
-
arity: 1
|
| 122 |
-
weight: 1
|
| 123 |
-
precedence: 3
|
| 124 |
-
commutative: false
|
| 125 |
-
symmetry: 1
|
| 126 |
-
positive: true
|
| 127 |
-
monotonicity: 0
|
| 128 |
-
pow5:
|
| 129 |
-
realization: nsrops.pow5
|
| 130 |
-
alias: []
|
| 131 |
-
inverse: pow1_5
|
| 132 |
-
arity: 1
|
| 133 |
-
weight: 1
|
| 134 |
-
precedence: 3
|
| 135 |
-
commutative: false
|
| 136 |
-
symmetry: -1
|
| 137 |
-
positive: false
|
| 138 |
-
monotonicity: 1
|
| 139 |
-
pow1_2:
|
| 140 |
-
realization: nsrops.pow1_2
|
| 141 |
-
alias:
|
| 142 |
-
- sqrt
|
| 143 |
-
inverse: null
|
| 144 |
-
arity: 1
|
| 145 |
-
weight: 4
|
| 146 |
-
precedence: 3
|
| 147 |
-
commutative: false
|
| 148 |
-
symmetry: 0
|
| 149 |
-
positive: true
|
| 150 |
-
monotonicity: 1
|
| 151 |
-
pow1_3:
|
| 152 |
-
realization: nsrops.pow1_3
|
| 153 |
-
alias: []
|
| 154 |
-
inverse: null
|
| 155 |
-
arity: 1
|
| 156 |
-
weight: 2
|
| 157 |
-
precedence: 3
|
| 158 |
-
commutative: false
|
| 159 |
-
symmetry: -1
|
| 160 |
-
positive: false
|
| 161 |
-
monotonicity: 1
|
| 162 |
-
pow1_4:
|
| 163 |
-
realization: nsrops.pow1_4
|
| 164 |
-
alias: []
|
| 165 |
-
inverse: null
|
| 166 |
-
arity: 1
|
| 167 |
-
weight: 1
|
| 168 |
-
precedence: 3
|
| 169 |
-
commutative: false
|
| 170 |
-
symmetry: 0
|
| 171 |
-
positive: true
|
| 172 |
-
monotonicity: 1
|
| 173 |
-
pow1_5:
|
| 174 |
-
realization: nsrops.pow1_5
|
| 175 |
-
alias: []
|
| 176 |
-
inverse: null
|
| 177 |
-
arity: 1
|
| 178 |
-
weight: 1
|
| 179 |
-
precedence: 3
|
| 180 |
-
commutative: false
|
| 181 |
-
symmetry: -1
|
| 182 |
-
positive: false
|
| 183 |
-
monotonicity: 1
|
| 184 |
-
sin:
|
| 185 |
-
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
-
alias: []
|
| 188 |
-
inverse: asin
|
| 189 |
-
arity: 1
|
| 190 |
-
weight: 4
|
| 191 |
-
precedence: 2
|
| 192 |
-
commutative: false
|
| 193 |
-
symmetry: -1
|
| 194 |
-
positive: false
|
| 195 |
-
monotonicity: 0
|
| 196 |
-
cos:
|
| 197 |
-
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
-
alias: []
|
| 200 |
-
inverse: acos
|
| 201 |
-
arity: 1
|
| 202 |
-
weight: 4
|
| 203 |
-
precedence: 2
|
| 204 |
-
commutative: false
|
| 205 |
-
symmetry: 1
|
| 206 |
-
positive: false
|
| 207 |
-
monotonicity: 0
|
| 208 |
-
tan:
|
| 209 |
-
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
-
alias: []
|
| 212 |
-
inverse: atan
|
| 213 |
-
arity: 1
|
| 214 |
-
weight: 4
|
| 215 |
-
precedence: 2
|
| 216 |
-
commutative: false
|
| 217 |
-
symmetry: -1
|
| 218 |
-
positive: false
|
| 219 |
-
monotonicity: 0
|
| 220 |
-
asin:
|
| 221 |
-
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
-
alias:
|
| 224 |
-
- arcsin
|
| 225 |
-
inverse: sin
|
| 226 |
-
arity: 1
|
| 227 |
-
weight: 2
|
| 228 |
-
precedence: 2
|
| 229 |
-
commutative: false
|
| 230 |
-
symmetry: -1
|
| 231 |
-
positive: false
|
| 232 |
-
monotonicity: 1
|
| 233 |
-
acos:
|
| 234 |
-
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
-
alias:
|
| 237 |
-
- arccos
|
| 238 |
-
inverse: cos
|
| 239 |
-
arity: 1
|
| 240 |
-
weight: 2
|
| 241 |
-
precedence: 2
|
| 242 |
-
commutative: false
|
| 243 |
-
symmetry: 0
|
| 244 |
-
positive: true
|
| 245 |
-
monotonicity: 1
|
| 246 |
-
atan:
|
| 247 |
-
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
-
alias:
|
| 250 |
-
- arctan
|
| 251 |
-
inverse: tan
|
| 252 |
-
arity: 1
|
| 253 |
-
weight: 2
|
| 254 |
-
precedence: 2
|
| 255 |
-
commutative: false
|
| 256 |
-
symmetry: -1
|
| 257 |
-
positive: false
|
| 258 |
-
monotonicity: 1
|
| 259 |
-
exp:
|
| 260 |
-
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
-
alias: []
|
| 263 |
-
inverse: log
|
| 264 |
-
arity: 1
|
| 265 |
-
weight: 4
|
| 266 |
-
precedence: 3
|
| 267 |
-
commutative: false
|
| 268 |
-
symmetry: 0
|
| 269 |
-
positive: true
|
| 270 |
-
monotonicity: 1
|
| 271 |
-
log:
|
| 272 |
-
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
-
alias:
|
| 275 |
-
- ln
|
| 276 |
-
inverse: exp
|
| 277 |
-
arity: 1
|
| 278 |
-
weight: 4
|
| 279 |
-
precedence: 2
|
| 280 |
-
commutative: false
|
| 281 |
-
symmetry: 0
|
| 282 |
-
positive: false
|
| 283 |
-
monotonicity: 1
|
| 284 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.6/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,30 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 0
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
independent_dimensions: true
|
| 15 |
-
allow_nan: false
|
| 16 |
-
simplify: true
|
| 17 |
-
literal_prior: uniform
|
| 18 |
-
literal_prior_kwargs:
|
| 19 |
-
low: -5
|
| 20 |
-
high: 5
|
| 21 |
-
support_prior: uniform_intervals
|
| 22 |
-
support_prior_kwargs:
|
| 23 |
-
low: -10
|
| 24 |
-
high: 10
|
| 25 |
-
n_support_prior: uniform
|
| 26 |
-
n_support_prior_kwargs:
|
| 27 |
-
low: 16
|
| 28 |
-
high: 512
|
| 29 |
-
min_value: 16
|
| 30 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.6/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:690fca22344235900767835fcb238f93bb5b7458952ce17b9b161491ff2af1d4
|
| 3 |
-
size 1160621
|
|
|
|
|
|
|
|
|
|
|
|
v6.8/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,461 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
alias:
|
| 31 |
-
- negative
|
| 32 |
-
inverse: neg
|
| 33 |
-
arity: 1
|
| 34 |
-
weight: 5
|
| 35 |
-
precedence: 2.5
|
| 36 |
-
commutative: false
|
| 37 |
-
symmetry: -1
|
| 38 |
-
positive: false
|
| 39 |
-
monotonicity: -1
|
| 40 |
-
'*':
|
| 41 |
-
realization: '*'
|
| 42 |
-
alias:
|
| 43 |
-
- mul
|
| 44 |
-
- times
|
| 45 |
-
inverse: /
|
| 46 |
-
arity: 2
|
| 47 |
-
weight: 10
|
| 48 |
-
precedence: 2
|
| 49 |
-
commutative: true
|
| 50 |
-
symmetry: 0
|
| 51 |
-
positive: false
|
| 52 |
-
monotonicity: 0
|
| 53 |
-
/:
|
| 54 |
-
realization: /
|
| 55 |
-
alias:
|
| 56 |
-
- div
|
| 57 |
-
- divide
|
| 58 |
-
inverse: '*'
|
| 59 |
-
arity: 2
|
| 60 |
-
weight: 5
|
| 61 |
-
precedence: 2
|
| 62 |
-
commutative: false
|
| 63 |
-
symmetry: 0
|
| 64 |
-
positive: false
|
| 65 |
-
monotonicity: 0
|
| 66 |
-
abs:
|
| 67 |
-
realization: abs
|
| 68 |
-
alias:
|
| 69 |
-
- absolute
|
| 70 |
-
inverse: null
|
| 71 |
-
arity: 1
|
| 72 |
-
weight: 4
|
| 73 |
-
precedence: 3
|
| 74 |
-
commutative: false
|
| 75 |
-
symmetry: 1
|
| 76 |
-
positive: true
|
| 77 |
-
monotonicity: 0
|
| 78 |
-
inv:
|
| 79 |
-
realization: nsrops.inv
|
| 80 |
-
alias:
|
| 81 |
-
- inverse
|
| 82 |
-
inverse: inv
|
| 83 |
-
arity: 1
|
| 84 |
-
weight: 4
|
| 85 |
-
precedence: 4
|
| 86 |
-
commutative: false
|
| 87 |
-
symmetry: -1
|
| 88 |
-
positive: false
|
| 89 |
-
monotonicity: -1
|
| 90 |
-
pow2:
|
| 91 |
-
realization: nsrops.pow2
|
| 92 |
-
alias:
|
| 93 |
-
- square
|
| 94 |
-
inverse: null
|
| 95 |
-
arity: 1
|
| 96 |
-
weight: 4
|
| 97 |
-
precedence: 3
|
| 98 |
-
commutative: false
|
| 99 |
-
symmetry: 1
|
| 100 |
-
positive: true
|
| 101 |
-
monotonicity: 0
|
| 102 |
-
pow3:
|
| 103 |
-
realization: nsrops.pow3
|
| 104 |
-
alias:
|
| 105 |
-
- cube
|
| 106 |
-
inverse: pow1_3
|
| 107 |
-
arity: 1
|
| 108 |
-
weight: 2
|
| 109 |
-
precedence: 3
|
| 110 |
-
commutative: false
|
| 111 |
-
symmetry: -1
|
| 112 |
-
positive: false
|
| 113 |
-
monotonicity: 1
|
| 114 |
-
pow4:
|
| 115 |
-
realization: nsrops.pow4
|
| 116 |
-
alias: []
|
| 117 |
-
inverse: null
|
| 118 |
-
arity: 1
|
| 119 |
-
weight: 1
|
| 120 |
-
precedence: 3
|
| 121 |
-
commutative: false
|
| 122 |
-
symmetry: 1
|
| 123 |
-
positive: true
|
| 124 |
-
monotonicity: 0
|
| 125 |
-
pow5:
|
| 126 |
-
realization: nsrops.pow5
|
| 127 |
-
alias: []
|
| 128 |
-
inverse: pow1_5
|
| 129 |
-
arity: 1
|
| 130 |
-
weight: 1
|
| 131 |
-
precedence: 3
|
| 132 |
-
commutative: false
|
| 133 |
-
symmetry: -1
|
| 134 |
-
positive: false
|
| 135 |
-
monotonicity: 1
|
| 136 |
-
pow1_2:
|
| 137 |
-
realization: nsrops.pow1_2
|
| 138 |
-
alias:
|
| 139 |
-
- sqrt
|
| 140 |
-
inverse: null
|
| 141 |
-
arity: 1
|
| 142 |
-
weight: 4
|
| 143 |
-
precedence: 3
|
| 144 |
-
commutative: false
|
| 145 |
-
symmetry: 0
|
| 146 |
-
positive: true
|
| 147 |
-
monotonicity: 1
|
| 148 |
-
pow1_3:
|
| 149 |
-
realization: nsrops.pow1_3
|
| 150 |
-
alias: []
|
| 151 |
-
inverse: null
|
| 152 |
-
arity: 1
|
| 153 |
-
weight: 2
|
| 154 |
-
precedence: 3
|
| 155 |
-
commutative: false
|
| 156 |
-
symmetry: -1
|
| 157 |
-
positive: false
|
| 158 |
-
monotonicity: 1
|
| 159 |
-
pow1_4:
|
| 160 |
-
realization: nsrops.pow1_4
|
| 161 |
-
alias: []
|
| 162 |
-
inverse: null
|
| 163 |
-
arity: 1
|
| 164 |
-
weight: 1
|
| 165 |
-
precedence: 3
|
| 166 |
-
commutative: false
|
| 167 |
-
symmetry: 0
|
| 168 |
-
positive: true
|
| 169 |
-
monotonicity: 1
|
| 170 |
-
pow1_5:
|
| 171 |
-
realization: nsrops.pow1_5
|
| 172 |
-
alias: []
|
| 173 |
-
inverse: null
|
| 174 |
-
arity: 1
|
| 175 |
-
weight: 1
|
| 176 |
-
precedence: 3
|
| 177 |
-
commutative: false
|
| 178 |
-
symmetry: -1
|
| 179 |
-
positive: false
|
| 180 |
-
monotonicity: 1
|
| 181 |
-
sin:
|
| 182 |
-
realization: numpy.sin
|
| 183 |
-
alias: []
|
| 184 |
-
inverse: asin
|
| 185 |
-
arity: 1
|
| 186 |
-
weight: 4
|
| 187 |
-
precedence: 2
|
| 188 |
-
commutative: false
|
| 189 |
-
symmetry: -1
|
| 190 |
-
positive: false
|
| 191 |
-
monotonicity: 0
|
| 192 |
-
cos:
|
| 193 |
-
realization: numpy.cos
|
| 194 |
-
alias: []
|
| 195 |
-
inverse: acos
|
| 196 |
-
arity: 1
|
| 197 |
-
weight: 4
|
| 198 |
-
precedence: 2
|
| 199 |
-
commutative: false
|
| 200 |
-
symmetry: 1
|
| 201 |
-
positive: false
|
| 202 |
-
monotonicity: 0
|
| 203 |
-
tan:
|
| 204 |
-
realization: numpy.tan
|
| 205 |
-
alias: []
|
| 206 |
-
inverse: atan
|
| 207 |
-
arity: 1
|
| 208 |
-
weight: 4
|
| 209 |
-
precedence: 2
|
| 210 |
-
commutative: false
|
| 211 |
-
symmetry: -1
|
| 212 |
-
positive: false
|
| 213 |
-
monotonicity: 0
|
| 214 |
-
asin:
|
| 215 |
-
realization: numpy.arcsin
|
| 216 |
-
alias:
|
| 217 |
-
- arcsin
|
| 218 |
-
inverse: sin
|
| 219 |
-
arity: 1
|
| 220 |
-
weight: 2
|
| 221 |
-
precedence: 2
|
| 222 |
-
commutative: false
|
| 223 |
-
symmetry: -1
|
| 224 |
-
positive: false
|
| 225 |
-
monotonicity: 1
|
| 226 |
-
acos:
|
| 227 |
-
realization: numpy.arccos
|
| 228 |
-
alias:
|
| 229 |
-
- arccos
|
| 230 |
-
inverse: cos
|
| 231 |
-
arity: 1
|
| 232 |
-
weight: 2
|
| 233 |
-
precedence: 2
|
| 234 |
-
commutative: false
|
| 235 |
-
symmetry: 0
|
| 236 |
-
positive: true
|
| 237 |
-
monotonicity: 1
|
| 238 |
-
atan:
|
| 239 |
-
realization: numpy.arctan
|
| 240 |
-
alias:
|
| 241 |
-
- arctan
|
| 242 |
-
inverse: tan
|
| 243 |
-
arity: 1
|
| 244 |
-
weight: 2
|
| 245 |
-
precedence: 2
|
| 246 |
-
commutative: false
|
| 247 |
-
symmetry: -1
|
| 248 |
-
positive: false
|
| 249 |
-
monotonicity: 1
|
| 250 |
-
atan2:
|
| 251 |
-
realization: numpy.arctan2
|
| 252 |
-
alias:
|
| 253 |
-
- arctan2
|
| 254 |
-
inverse: null
|
| 255 |
-
arity: 2
|
| 256 |
-
weight: 2
|
| 257 |
-
precedence: 2
|
| 258 |
-
commutative: false
|
| 259 |
-
symmetry: 0
|
| 260 |
-
positive: false
|
| 261 |
-
monotonicity: 0
|
| 262 |
-
exp:
|
| 263 |
-
realization: numpy.exp
|
| 264 |
-
alias: []
|
| 265 |
-
inverse: log
|
| 266 |
-
arity: 1
|
| 267 |
-
weight: 4
|
| 268 |
-
precedence: 3
|
| 269 |
-
commutative: false
|
| 270 |
-
symmetry: 0
|
| 271 |
-
positive: true
|
| 272 |
-
monotonicity: null
|
| 273 |
-
log:
|
| 274 |
-
realization: numpy.log
|
| 275 |
-
alias:
|
| 276 |
-
- ln
|
| 277 |
-
inverse: exp
|
| 278 |
-
arity: 1
|
| 279 |
-
weight: 4
|
| 280 |
-
precedence: 2
|
| 281 |
-
commutative: false
|
| 282 |
-
symmetry: 0
|
| 283 |
-
positive: false
|
| 284 |
-
monotonicity: 1
|
| 285 |
-
sinh:
|
| 286 |
-
realization: numpy.sinh
|
| 287 |
-
alias: []
|
| 288 |
-
inverse: asinh
|
| 289 |
-
arity: 1
|
| 290 |
-
weight: 2
|
| 291 |
-
precedence: 2
|
| 292 |
-
commutative: false
|
| 293 |
-
symmetry: -1
|
| 294 |
-
positive: false
|
| 295 |
-
monotonicity: 1
|
| 296 |
-
cosh:
|
| 297 |
-
realization: numpy.cosh
|
| 298 |
-
alias: []
|
| 299 |
-
inverse: null
|
| 300 |
-
arity: 1
|
| 301 |
-
weight: 2
|
| 302 |
-
precedence: 2
|
| 303 |
-
commutative: false
|
| 304 |
-
symmetry: 1
|
| 305 |
-
positive: true
|
| 306 |
-
monotonicity: 0
|
| 307 |
-
tanh:
|
| 308 |
-
realization: numpy.tanh
|
| 309 |
-
alias: []
|
| 310 |
-
inverse: atanh
|
| 311 |
-
arity: 1
|
| 312 |
-
weight: 2
|
| 313 |
-
precedence: 2
|
| 314 |
-
commutative: false
|
| 315 |
-
symmetry: -1
|
| 316 |
-
positive: false
|
| 317 |
-
monotonicity: 1
|
| 318 |
-
asinh:
|
| 319 |
-
realization: numpy.arcsinh
|
| 320 |
-
alias: []
|
| 321 |
-
inverse: sinh
|
| 322 |
-
arity: 1
|
| 323 |
-
weight: 2
|
| 324 |
-
precedence: 2
|
| 325 |
-
commutative: false
|
| 326 |
-
symmetry: -1
|
| 327 |
-
positive: false
|
| 328 |
-
monotonicity: 1
|
| 329 |
-
acosh:
|
| 330 |
-
realization: numpy.arccosh
|
| 331 |
-
alias: []
|
| 332 |
-
inverse: null
|
| 333 |
-
arity: 1
|
| 334 |
-
weight: 2
|
| 335 |
-
precedence: 2
|
| 336 |
-
commutative: false
|
| 337 |
-
symmetry: 1
|
| 338 |
-
positive: true
|
| 339 |
-
monotonicity: 1
|
| 340 |
-
atanh:
|
| 341 |
-
realization: numpy.arctanh
|
| 342 |
-
alias: []
|
| 343 |
-
inverse: tanh
|
| 344 |
-
arity: 1
|
| 345 |
-
weight: 2
|
| 346 |
-
precedence: 2
|
| 347 |
-
commutative: false
|
| 348 |
-
symmetry: -1
|
| 349 |
-
positive: false
|
| 350 |
-
monotonicity: 1
|
| 351 |
-
t2:
|
| 352 |
-
realization: nsrops.t2
|
| 353 |
-
alias: []
|
| 354 |
-
inverse: null
|
| 355 |
-
arity: 1
|
| 356 |
-
weight: 1
|
| 357 |
-
precedence: 3
|
| 358 |
-
commutative: false
|
| 359 |
-
symmetry: 1
|
| 360 |
-
positive: false
|
| 361 |
-
monotonicity: 0
|
| 362 |
-
t3:
|
| 363 |
-
realization: nsrops.t3
|
| 364 |
-
alias: []
|
| 365 |
-
inverse: null
|
| 366 |
-
arity: 1
|
| 367 |
-
weight: 1
|
| 368 |
-
precedence: 3
|
| 369 |
-
commutative: false
|
| 370 |
-
symmetry: -1
|
| 371 |
-
positive: false
|
| 372 |
-
monotonicity: 0
|
| 373 |
-
t4:
|
| 374 |
-
realization: nsrops.t4
|
| 375 |
-
alias: []
|
| 376 |
-
inverse: null
|
| 377 |
-
arity: 1
|
| 378 |
-
weight: 1
|
| 379 |
-
precedence: 3
|
| 380 |
-
commutative: false
|
| 381 |
-
symmetry: 1
|
| 382 |
-
positive: false
|
| 383 |
-
monotonicity: 0
|
| 384 |
-
t5:
|
| 385 |
-
realization: nsrops.t5
|
| 386 |
-
alias: []
|
| 387 |
-
inverse: null
|
| 388 |
-
arity: 1
|
| 389 |
-
weight: 1
|
| 390 |
-
precedence: 3
|
| 391 |
-
commutative: false
|
| 392 |
-
symmetry: -1
|
| 393 |
-
positive: false
|
| 394 |
-
monotonicity: 0
|
| 395 |
-
j0:
|
| 396 |
-
realization: scipy.special.j0
|
| 397 |
-
alias: []
|
| 398 |
-
inverse: null
|
| 399 |
-
arity: 1
|
| 400 |
-
weight: 1
|
| 401 |
-
precedence: 3
|
| 402 |
-
commutative: false
|
| 403 |
-
symmetry: 1
|
| 404 |
-
positive: false
|
| 405 |
-
monotonicity: 0
|
| 406 |
-
j1:
|
| 407 |
-
realization: scipy.special.j1
|
| 408 |
-
alias: []
|
| 409 |
-
inverse: null
|
| 410 |
-
arity: 1
|
| 411 |
-
weight: 1
|
| 412 |
-
precedence: 3
|
| 413 |
-
commutative: false
|
| 414 |
-
symmetry: -1
|
| 415 |
-
positive: false
|
| 416 |
-
monotonicity: 0
|
| 417 |
-
j2:
|
| 418 |
-
realization: nsrops.j2
|
| 419 |
-
alias: []
|
| 420 |
-
inverse: null
|
| 421 |
-
arity: 1
|
| 422 |
-
weight: 1
|
| 423 |
-
precedence: 3
|
| 424 |
-
commutative: false
|
| 425 |
-
symmetry: 1
|
| 426 |
-
positive: false
|
| 427 |
-
monotonicity: 0
|
| 428 |
-
y0:
|
| 429 |
-
realization: scipy.special.y0
|
| 430 |
-
alias: []
|
| 431 |
-
inverse: null
|
| 432 |
-
arity: 1
|
| 433 |
-
weight: 1
|
| 434 |
-
precedence: 3
|
| 435 |
-
commutative: false
|
| 436 |
-
symmetry: 0
|
| 437 |
-
positive: false
|
| 438 |
-
monotonicity: 0
|
| 439 |
-
y1:
|
| 440 |
-
realization: scipy.special.y1
|
| 441 |
-
alias: []
|
| 442 |
-
inverse: null
|
| 443 |
-
arity: 1
|
| 444 |
-
weight: 1
|
| 445 |
-
precedence: 3
|
| 446 |
-
commutative: false
|
| 447 |
-
symmetry: 0
|
| 448 |
-
positive: false
|
| 449 |
-
monotonicity: 0
|
| 450 |
-
y2:
|
| 451 |
-
realization: nsrops.y2
|
| 452 |
-
alias: []
|
| 453 |
-
inverse: null
|
| 454 |
-
arity: 1
|
| 455 |
-
weight: 1
|
| 456 |
-
precedence: 3
|
| 457 |
-
commutative: false
|
| 458 |
-
symmetry: 0
|
| 459 |
-
positive: false
|
| 460 |
-
monotonicity: 0
|
| 461 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.8/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,30 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
independent_dimensions: true
|
| 15 |
-
allow_nan: false
|
| 16 |
-
simplify: true
|
| 17 |
-
literal_prior: uniform
|
| 18 |
-
literal_prior_kwargs:
|
| 19 |
-
low: -5
|
| 20 |
-
high: 5
|
| 21 |
-
support_prior: uniform_intervals
|
| 22 |
-
support_prior_kwargs:
|
| 23 |
-
low: -10
|
| 24 |
-
high: 10
|
| 25 |
-
n_support_prior: uniform
|
| 26 |
-
n_support_prior_kwargs:
|
| 27 |
-
low: 16
|
| 28 |
-
high: 512
|
| 29 |
-
min_value: 16
|
| 30 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.8/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:5ff01c0992812da030fb3055e1b23fcb35db2b400ac5a9fff6a1bc76c6c0c8eb
|
| 3 |
-
size 1363925
|
|
|
|
|
|
|
|
|
|
|
|
v6.8/v6.8/skeleton_pool_val/expression_space.yaml
DELETED
|
@@ -1,461 +0,0 @@
|
|
| 1 |
-
operators:
|
| 2 |
-
+:
|
| 3 |
-
realization: +
|
| 4 |
-
alias:
|
| 5 |
-
- add
|
| 6 |
-
- plus
|
| 7 |
-
inverse: '-'
|
| 8 |
-
arity: 2
|
| 9 |
-
weight: 10
|
| 10 |
-
precedence: 1
|
| 11 |
-
commutative: true
|
| 12 |
-
symmetry: 0
|
| 13 |
-
positive: false
|
| 14 |
-
monotonicity: 0
|
| 15 |
-
'-':
|
| 16 |
-
realization: '-'
|
| 17 |
-
alias:
|
| 18 |
-
- sub
|
| 19 |
-
- minus
|
| 20 |
-
inverse: +
|
| 21 |
-
arity: 2
|
| 22 |
-
weight: 5
|
| 23 |
-
precedence: 1
|
| 24 |
-
commutative: false
|
| 25 |
-
symmetry: 0
|
| 26 |
-
positive: false
|
| 27 |
-
monotonicity: 0
|
| 28 |
-
neg:
|
| 29 |
-
realization: nsrops.neg
|
| 30 |
-
alias:
|
| 31 |
-
- negative
|
| 32 |
-
inverse: neg
|
| 33 |
-
arity: 1
|
| 34 |
-
weight: 5
|
| 35 |
-
precedence: 2.5
|
| 36 |
-
commutative: false
|
| 37 |
-
symmetry: -1
|
| 38 |
-
positive: false
|
| 39 |
-
monotonicity: -1
|
| 40 |
-
'*':
|
| 41 |
-
realization: '*'
|
| 42 |
-
alias:
|
| 43 |
-
- mul
|
| 44 |
-
- times
|
| 45 |
-
inverse: /
|
| 46 |
-
arity: 2
|
| 47 |
-
weight: 10
|
| 48 |
-
precedence: 2
|
| 49 |
-
commutative: true
|
| 50 |
-
symmetry: 0
|
| 51 |
-
positive: false
|
| 52 |
-
monotonicity: 0
|
| 53 |
-
/:
|
| 54 |
-
realization: /
|
| 55 |
-
alias:
|
| 56 |
-
- div
|
| 57 |
-
- divide
|
| 58 |
-
inverse: '*'
|
| 59 |
-
arity: 2
|
| 60 |
-
weight: 5
|
| 61 |
-
precedence: 2
|
| 62 |
-
commutative: false
|
| 63 |
-
symmetry: 0
|
| 64 |
-
positive: false
|
| 65 |
-
monotonicity: 0
|
| 66 |
-
abs:
|
| 67 |
-
realization: abs
|
| 68 |
-
alias:
|
| 69 |
-
- absolute
|
| 70 |
-
inverse: null
|
| 71 |
-
arity: 1
|
| 72 |
-
weight: 4
|
| 73 |
-
precedence: 3
|
| 74 |
-
commutative: false
|
| 75 |
-
symmetry: 1
|
| 76 |
-
positive: true
|
| 77 |
-
monotonicity: 0
|
| 78 |
-
inv:
|
| 79 |
-
realization: nsrops.inv
|
| 80 |
-
alias:
|
| 81 |
-
- inverse
|
| 82 |
-
inverse: inv
|
| 83 |
-
arity: 1
|
| 84 |
-
weight: 4
|
| 85 |
-
precedence: 4
|
| 86 |
-
commutative: false
|
| 87 |
-
symmetry: -1
|
| 88 |
-
positive: false
|
| 89 |
-
monotonicity: -1
|
| 90 |
-
pow2:
|
| 91 |
-
realization: nsrops.pow2
|
| 92 |
-
alias:
|
| 93 |
-
- square
|
| 94 |
-
inverse: null
|
| 95 |
-
arity: 1
|
| 96 |
-
weight: 4
|
| 97 |
-
precedence: 3
|
| 98 |
-
commutative: false
|
| 99 |
-
symmetry: 1
|
| 100 |
-
positive: true
|
| 101 |
-
monotonicity: 0
|
| 102 |
-
pow3:
|
| 103 |
-
realization: nsrops.pow3
|
| 104 |
-
alias:
|
| 105 |
-
- cube
|
| 106 |
-
inverse: pow1_3
|
| 107 |
-
arity: 1
|
| 108 |
-
weight: 2
|
| 109 |
-
precedence: 3
|
| 110 |
-
commutative: false
|
| 111 |
-
symmetry: -1
|
| 112 |
-
positive: false
|
| 113 |
-
monotonicity: 1
|
| 114 |
-
pow4:
|
| 115 |
-
realization: nsrops.pow4
|
| 116 |
-
alias: []
|
| 117 |
-
inverse: null
|
| 118 |
-
arity: 1
|
| 119 |
-
weight: 1
|
| 120 |
-
precedence: 3
|
| 121 |
-
commutative: false
|
| 122 |
-
symmetry: 1
|
| 123 |
-
positive: true
|
| 124 |
-
monotonicity: 0
|
| 125 |
-
pow5:
|
| 126 |
-
realization: nsrops.pow5
|
| 127 |
-
alias: []
|
| 128 |
-
inverse: pow1_5
|
| 129 |
-
arity: 1
|
| 130 |
-
weight: 1
|
| 131 |
-
precedence: 3
|
| 132 |
-
commutative: false
|
| 133 |
-
symmetry: -1
|
| 134 |
-
positive: false
|
| 135 |
-
monotonicity: 1
|
| 136 |
-
pow1_2:
|
| 137 |
-
realization: nsrops.pow1_2
|
| 138 |
-
alias:
|
| 139 |
-
- sqrt
|
| 140 |
-
inverse: null
|
| 141 |
-
arity: 1
|
| 142 |
-
weight: 4
|
| 143 |
-
precedence: 3
|
| 144 |
-
commutative: false
|
| 145 |
-
symmetry: 0
|
| 146 |
-
positive: true
|
| 147 |
-
monotonicity: 1
|
| 148 |
-
pow1_3:
|
| 149 |
-
realization: nsrops.pow1_3
|
| 150 |
-
alias: []
|
| 151 |
-
inverse: null
|
| 152 |
-
arity: 1
|
| 153 |
-
weight: 2
|
| 154 |
-
precedence: 3
|
| 155 |
-
commutative: false
|
| 156 |
-
symmetry: -1
|
| 157 |
-
positive: false
|
| 158 |
-
monotonicity: 1
|
| 159 |
-
pow1_4:
|
| 160 |
-
realization: nsrops.pow1_4
|
| 161 |
-
alias: []
|
| 162 |
-
inverse: null
|
| 163 |
-
arity: 1
|
| 164 |
-
weight: 1
|
| 165 |
-
precedence: 3
|
| 166 |
-
commutative: false
|
| 167 |
-
symmetry: 0
|
| 168 |
-
positive: true
|
| 169 |
-
monotonicity: 1
|
| 170 |
-
pow1_5:
|
| 171 |
-
realization: nsrops.pow1_5
|
| 172 |
-
alias: []
|
| 173 |
-
inverse: null
|
| 174 |
-
arity: 1
|
| 175 |
-
weight: 1
|
| 176 |
-
precedence: 3
|
| 177 |
-
commutative: false
|
| 178 |
-
symmetry: -1
|
| 179 |
-
positive: false
|
| 180 |
-
monotonicity: 1
|
| 181 |
-
sin:
|
| 182 |
-
realization: numpy.sin
|
| 183 |
-
alias: []
|
| 184 |
-
inverse: asin
|
| 185 |
-
arity: 1
|
| 186 |
-
weight: 4
|
| 187 |
-
precedence: 2
|
| 188 |
-
commutative: false
|
| 189 |
-
symmetry: -1
|
| 190 |
-
positive: false
|
| 191 |
-
monotonicity: 0
|
| 192 |
-
cos:
|
| 193 |
-
realization: numpy.cos
|
| 194 |
-
alias: []
|
| 195 |
-
inverse: acos
|
| 196 |
-
arity: 1
|
| 197 |
-
weight: 4
|
| 198 |
-
precedence: 2
|
| 199 |
-
commutative: false
|
| 200 |
-
symmetry: 1
|
| 201 |
-
positive: false
|
| 202 |
-
monotonicity: 0
|
| 203 |
-
tan:
|
| 204 |
-
realization: numpy.tan
|
| 205 |
-
alias: []
|
| 206 |
-
inverse: atan
|
| 207 |
-
arity: 1
|
| 208 |
-
weight: 4
|
| 209 |
-
precedence: 2
|
| 210 |
-
commutative: false
|
| 211 |
-
symmetry: -1
|
| 212 |
-
positive: false
|
| 213 |
-
monotonicity: 0
|
| 214 |
-
asin:
|
| 215 |
-
realization: numpy.arcsin
|
| 216 |
-
alias:
|
| 217 |
-
- arcsin
|
| 218 |
-
inverse: sin
|
| 219 |
-
arity: 1
|
| 220 |
-
weight: 2
|
| 221 |
-
precedence: 2
|
| 222 |
-
commutative: false
|
| 223 |
-
symmetry: -1
|
| 224 |
-
positive: false
|
| 225 |
-
monotonicity: 1
|
| 226 |
-
acos:
|
| 227 |
-
realization: numpy.arccos
|
| 228 |
-
alias:
|
| 229 |
-
- arccos
|
| 230 |
-
inverse: cos
|
| 231 |
-
arity: 1
|
| 232 |
-
weight: 2
|
| 233 |
-
precedence: 2
|
| 234 |
-
commutative: false
|
| 235 |
-
symmetry: 0
|
| 236 |
-
positive: true
|
| 237 |
-
monotonicity: 1
|
| 238 |
-
atan:
|
| 239 |
-
realization: numpy.arctan
|
| 240 |
-
alias:
|
| 241 |
-
- arctan
|
| 242 |
-
inverse: tan
|
| 243 |
-
arity: 1
|
| 244 |
-
weight: 2
|
| 245 |
-
precedence: 2
|
| 246 |
-
commutative: false
|
| 247 |
-
symmetry: -1
|
| 248 |
-
positive: false
|
| 249 |
-
monotonicity: 1
|
| 250 |
-
atan2:
|
| 251 |
-
realization: numpy.arctan2
|
| 252 |
-
alias:
|
| 253 |
-
- arctan2
|
| 254 |
-
inverse: null
|
| 255 |
-
arity: 2
|
| 256 |
-
weight: 2
|
| 257 |
-
precedence: 2
|
| 258 |
-
commutative: false
|
| 259 |
-
symmetry: 0
|
| 260 |
-
positive: false
|
| 261 |
-
monotonicity: 0
|
| 262 |
-
exp:
|
| 263 |
-
realization: numpy.exp
|
| 264 |
-
alias: []
|
| 265 |
-
inverse: log
|
| 266 |
-
arity: 1
|
| 267 |
-
weight: 4
|
| 268 |
-
precedence: 3
|
| 269 |
-
commutative: false
|
| 270 |
-
symmetry: 0
|
| 271 |
-
positive: true
|
| 272 |
-
monotonicity: null
|
| 273 |
-
log:
|
| 274 |
-
realization: numpy.log
|
| 275 |
-
alias:
|
| 276 |
-
- ln
|
| 277 |
-
inverse: exp
|
| 278 |
-
arity: 1
|
| 279 |
-
weight: 4
|
| 280 |
-
precedence: 2
|
| 281 |
-
commutative: false
|
| 282 |
-
symmetry: 0
|
| 283 |
-
positive: false
|
| 284 |
-
monotonicity: 1
|
| 285 |
-
sinh:
|
| 286 |
-
realization: numpy.sinh
|
| 287 |
-
alias: []
|
| 288 |
-
inverse: asinh
|
| 289 |
-
arity: 1
|
| 290 |
-
weight: 2
|
| 291 |
-
precedence: 2
|
| 292 |
-
commutative: false
|
| 293 |
-
symmetry: -1
|
| 294 |
-
positive: false
|
| 295 |
-
monotonicity: 1
|
| 296 |
-
cosh:
|
| 297 |
-
realization: numpy.cosh
|
| 298 |
-
alias: []
|
| 299 |
-
inverse: null
|
| 300 |
-
arity: 1
|
| 301 |
-
weight: 2
|
| 302 |
-
precedence: 2
|
| 303 |
-
commutative: false
|
| 304 |
-
symmetry: 1
|
| 305 |
-
positive: true
|
| 306 |
-
monotonicity: 0
|
| 307 |
-
tanh:
|
| 308 |
-
realization: numpy.tanh
|
| 309 |
-
alias: []
|
| 310 |
-
inverse: atanh
|
| 311 |
-
arity: 1
|
| 312 |
-
weight: 2
|
| 313 |
-
precedence: 2
|
| 314 |
-
commutative: false
|
| 315 |
-
symmetry: -1
|
| 316 |
-
positive: false
|
| 317 |
-
monotonicity: 1
|
| 318 |
-
asinh:
|
| 319 |
-
realization: numpy.arcsinh
|
| 320 |
-
alias: []
|
| 321 |
-
inverse: sinh
|
| 322 |
-
arity: 1
|
| 323 |
-
weight: 2
|
| 324 |
-
precedence: 2
|
| 325 |
-
commutative: false
|
| 326 |
-
symmetry: -1
|
| 327 |
-
positive: false
|
| 328 |
-
monotonicity: 1
|
| 329 |
-
acosh:
|
| 330 |
-
realization: numpy.arccosh
|
| 331 |
-
alias: []
|
| 332 |
-
inverse: null
|
| 333 |
-
arity: 1
|
| 334 |
-
weight: 2
|
| 335 |
-
precedence: 2
|
| 336 |
-
commutative: false
|
| 337 |
-
symmetry: 1
|
| 338 |
-
positive: true
|
| 339 |
-
monotonicity: 1
|
| 340 |
-
atanh:
|
| 341 |
-
realization: numpy.arctanh
|
| 342 |
-
alias: []
|
| 343 |
-
inverse: tanh
|
| 344 |
-
arity: 1
|
| 345 |
-
weight: 2
|
| 346 |
-
precedence: 2
|
| 347 |
-
commutative: false
|
| 348 |
-
symmetry: -1
|
| 349 |
-
positive: false
|
| 350 |
-
monotonicity: 1
|
| 351 |
-
t2:
|
| 352 |
-
realization: nsrops.t2
|
| 353 |
-
alias: []
|
| 354 |
-
inverse: null
|
| 355 |
-
arity: 1
|
| 356 |
-
weight: 1
|
| 357 |
-
precedence: 3
|
| 358 |
-
commutative: false
|
| 359 |
-
symmetry: 1
|
| 360 |
-
positive: false
|
| 361 |
-
monotonicity: 0
|
| 362 |
-
t3:
|
| 363 |
-
realization: nsrops.t3
|
| 364 |
-
alias: []
|
| 365 |
-
inverse: null
|
| 366 |
-
arity: 1
|
| 367 |
-
weight: 1
|
| 368 |
-
precedence: 3
|
| 369 |
-
commutative: false
|
| 370 |
-
symmetry: -1
|
| 371 |
-
positive: false
|
| 372 |
-
monotonicity: 0
|
| 373 |
-
t4:
|
| 374 |
-
realization: nsrops.t4
|
| 375 |
-
alias: []
|
| 376 |
-
inverse: null
|
| 377 |
-
arity: 1
|
| 378 |
-
weight: 1
|
| 379 |
-
precedence: 3
|
| 380 |
-
commutative: false
|
| 381 |
-
symmetry: 1
|
| 382 |
-
positive: false
|
| 383 |
-
monotonicity: 0
|
| 384 |
-
t5:
|
| 385 |
-
realization: nsrops.t5
|
| 386 |
-
alias: []
|
| 387 |
-
inverse: null
|
| 388 |
-
arity: 1
|
| 389 |
-
weight: 1
|
| 390 |
-
precedence: 3
|
| 391 |
-
commutative: false
|
| 392 |
-
symmetry: -1
|
| 393 |
-
positive: false
|
| 394 |
-
monotonicity: 0
|
| 395 |
-
j0:
|
| 396 |
-
realization: scipy.special.j0
|
| 397 |
-
alias: []
|
| 398 |
-
inverse: null
|
| 399 |
-
arity: 1
|
| 400 |
-
weight: 1
|
| 401 |
-
precedence: 3
|
| 402 |
-
commutative: false
|
| 403 |
-
symmetry: 1
|
| 404 |
-
positive: false
|
| 405 |
-
monotonicity: 0
|
| 406 |
-
j1:
|
| 407 |
-
realization: scipy.special.j1
|
| 408 |
-
alias: []
|
| 409 |
-
inverse: null
|
| 410 |
-
arity: 1
|
| 411 |
-
weight: 1
|
| 412 |
-
precedence: 3
|
| 413 |
-
commutative: false
|
| 414 |
-
symmetry: -1
|
| 415 |
-
positive: false
|
| 416 |
-
monotonicity: 0
|
| 417 |
-
j2:
|
| 418 |
-
realization: nsrops.j2
|
| 419 |
-
alias: []
|
| 420 |
-
inverse: null
|
| 421 |
-
arity: 1
|
| 422 |
-
weight: 1
|
| 423 |
-
precedence: 3
|
| 424 |
-
commutative: false
|
| 425 |
-
symmetry: 1
|
| 426 |
-
positive: false
|
| 427 |
-
monotonicity: 0
|
| 428 |
-
y0:
|
| 429 |
-
realization: scipy.special.y0
|
| 430 |
-
alias: []
|
| 431 |
-
inverse: null
|
| 432 |
-
arity: 1
|
| 433 |
-
weight: 1
|
| 434 |
-
precedence: 3
|
| 435 |
-
commutative: false
|
| 436 |
-
symmetry: 0
|
| 437 |
-
positive: false
|
| 438 |
-
monotonicity: 0
|
| 439 |
-
y1:
|
| 440 |
-
realization: scipy.special.y1
|
| 441 |
-
alias: []
|
| 442 |
-
inverse: null
|
| 443 |
-
arity: 1
|
| 444 |
-
weight: 1
|
| 445 |
-
precedence: 3
|
| 446 |
-
commutative: false
|
| 447 |
-
symmetry: 0
|
| 448 |
-
positive: false
|
| 449 |
-
monotonicity: 0
|
| 450 |
-
y2:
|
| 451 |
-
realization: nsrops.y2
|
| 452 |
-
alias: []
|
| 453 |
-
inverse: null
|
| 454 |
-
arity: 1
|
| 455 |
-
weight: 1
|
| 456 |
-
precedence: 3
|
| 457 |
-
commutative: false
|
| 458 |
-
symmetry: 0
|
| 459 |
-
positive: false
|
| 460 |
-
monotonicity: 0
|
| 461 |
-
variables: 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.8/v6.8/skeleton_pool_val/skeleton_pool.yaml
DELETED
|
@@ -1,30 +0,0 @@
|
|
| 1 |
-
expression_space: ./expression_space.yaml
|
| 2 |
-
holdout_pools:
|
| 3 |
-
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
-
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
| 5 |
-
- '{{ROOT}}/data/ansr-data/test_set/nguyen/skeleton_pool/'
|
| 6 |
-
- '{{ROOT}}/data/ansr-data/test_set/pool_15/skeleton_pool/'
|
| 7 |
-
sample_strategy:
|
| 8 |
-
n_operator_distribution: length_proportional
|
| 9 |
-
min_operators: 0
|
| 10 |
-
max_operators: 10
|
| 11 |
-
power: 1
|
| 12 |
-
max_length: 21
|
| 13 |
-
max_tries: 1
|
| 14 |
-
independent_dimensions: true
|
| 15 |
-
allow_nan: false
|
| 16 |
-
simplify: true
|
| 17 |
-
literal_prior: uniform
|
| 18 |
-
literal_prior_kwargs:
|
| 19 |
-
low: -5
|
| 20 |
-
high: 5
|
| 21 |
-
support_prior: uniform_intervals
|
| 22 |
-
support_prior_kwargs:
|
| 23 |
-
low: -10
|
| 24 |
-
high: 10
|
| 25 |
-
n_support_prior: uniform
|
| 26 |
-
n_support_prior_kwargs:
|
| 27 |
-
low: 16
|
| 28 |
-
high: 512
|
| 29 |
-
min_value: 16
|
| 30 |
-
max_value: 512
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v6.8/v6.8/skeleton_pool_val/skeletons.pkl
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:55e577c21e8956efc8489db94854ab8b10b7195805e828cef4c62156460a3511
|
| 3 |
-
size 1374134
|
|
|
|
|
|
|
|
|
|
|
|
{v5.1 → v7.2-mini}/skeleton_pool_val/expression_space.yaml
RENAMED
|
@@ -27,7 +27,6 @@ operators:
|
|
| 27 |
monotonicity: 0
|
| 28 |
neg:
|
| 29 |
realization: nsrops.neg
|
| 30 |
-
wolfram: Negative
|
| 31 |
alias:
|
| 32 |
- negative
|
| 33 |
inverse: neg
|
|
@@ -66,7 +65,6 @@ operators:
|
|
| 66 |
monotonicity: 0
|
| 67 |
abs:
|
| 68 |
realization: abs
|
| 69 |
-
wolfram: Abs
|
| 70 |
alias:
|
| 71 |
- absolute
|
| 72 |
inverse: null
|
|
@@ -79,7 +77,6 @@ operators:
|
|
| 79 |
monotonicity: 0
|
| 80 |
inv:
|
| 81 |
realization: nsrops.inv
|
| 82 |
-
wolfram: Inverse
|
| 83 |
alias:
|
| 84 |
- inverse
|
| 85 |
inverse: inv
|
|
@@ -183,7 +180,6 @@ operators:
|
|
| 183 |
monotonicity: 1
|
| 184 |
sin:
|
| 185 |
realization: numpy.sin
|
| 186 |
-
wolfram: Sin
|
| 187 |
alias: []
|
| 188 |
inverse: asin
|
| 189 |
arity: 1
|
|
@@ -195,7 +191,6 @@ operators:
|
|
| 195 |
monotonicity: 0
|
| 196 |
cos:
|
| 197 |
realization: numpy.cos
|
| 198 |
-
wolfram: Cos
|
| 199 |
alias: []
|
| 200 |
inverse: acos
|
| 201 |
arity: 1
|
|
@@ -207,7 +202,6 @@ operators:
|
|
| 207 |
monotonicity: 0
|
| 208 |
tan:
|
| 209 |
realization: numpy.tan
|
| 210 |
-
wolfram: Tan
|
| 211 |
alias: []
|
| 212 |
inverse: atan
|
| 213 |
arity: 1
|
|
@@ -219,7 +213,6 @@ operators:
|
|
| 219 |
monotonicity: 0
|
| 220 |
asin:
|
| 221 |
realization: numpy.arcsin
|
| 222 |
-
wolfram: ArcSin
|
| 223 |
alias:
|
| 224 |
- arcsin
|
| 225 |
inverse: sin
|
|
@@ -232,7 +225,6 @@ operators:
|
|
| 232 |
monotonicity: 1
|
| 233 |
acos:
|
| 234 |
realization: numpy.arccos
|
| 235 |
-
wolfram: ArcCos
|
| 236 |
alias:
|
| 237 |
- arccos
|
| 238 |
inverse: cos
|
|
@@ -245,7 +237,6 @@ operators:
|
|
| 245 |
monotonicity: 1
|
| 246 |
atan:
|
| 247 |
realization: numpy.arctan
|
| 248 |
-
wolfram: ArcTan
|
| 249 |
alias:
|
| 250 |
- arctan
|
| 251 |
inverse: tan
|
|
@@ -258,7 +249,6 @@ operators:
|
|
| 258 |
monotonicity: 1
|
| 259 |
exp:
|
| 260 |
realization: numpy.exp
|
| 261 |
-
wolfram: Exp
|
| 262 |
alias: []
|
| 263 |
inverse: log
|
| 264 |
arity: 1
|
|
@@ -270,7 +260,6 @@ operators:
|
|
| 270 |
monotonicity: 1
|
| 271 |
log:
|
| 272 |
realization: numpy.log
|
| 273 |
-
wolfram: Log
|
| 274 |
alias:
|
| 275 |
- ln
|
| 276 |
inverse: exp
|
|
|
|
| 27 |
monotonicity: 0
|
| 28 |
neg:
|
| 29 |
realization: nsrops.neg
|
|
|
|
| 30 |
alias:
|
| 31 |
- negative
|
| 32 |
inverse: neg
|
|
|
|
| 65 |
monotonicity: 0
|
| 66 |
abs:
|
| 67 |
realization: abs
|
|
|
|
| 68 |
alias:
|
| 69 |
- absolute
|
| 70 |
inverse: null
|
|
|
|
| 77 |
monotonicity: 0
|
| 78 |
inv:
|
| 79 |
realization: nsrops.inv
|
|
|
|
| 80 |
alias:
|
| 81 |
- inverse
|
| 82 |
inverse: inv
|
|
|
|
| 180 |
monotonicity: 1
|
| 181 |
sin:
|
| 182 |
realization: numpy.sin
|
|
|
|
| 183 |
alias: []
|
| 184 |
inverse: asin
|
| 185 |
arity: 1
|
|
|
|
| 191 |
monotonicity: 0
|
| 192 |
cos:
|
| 193 |
realization: numpy.cos
|
|
|
|
| 194 |
alias: []
|
| 195 |
inverse: acos
|
| 196 |
arity: 1
|
|
|
|
| 202 |
monotonicity: 0
|
| 203 |
tan:
|
| 204 |
realization: numpy.tan
|
|
|
|
| 205 |
alias: []
|
| 206 |
inverse: atan
|
| 207 |
arity: 1
|
|
|
|
| 213 |
monotonicity: 0
|
| 214 |
asin:
|
| 215 |
realization: numpy.arcsin
|
|
|
|
| 216 |
alias:
|
| 217 |
- arcsin
|
| 218 |
inverse: sin
|
|
|
|
| 225 |
monotonicity: 1
|
| 226 |
acos:
|
| 227 |
realization: numpy.arccos
|
|
|
|
| 228 |
alias:
|
| 229 |
- arccos
|
| 230 |
inverse: cos
|
|
|
|
| 237 |
monotonicity: 1
|
| 238 |
atan:
|
| 239 |
realization: numpy.arctan
|
|
|
|
| 240 |
alias:
|
| 241 |
- arctan
|
| 242 |
inverse: tan
|
|
|
|
| 249 |
monotonicity: 1
|
| 250 |
exp:
|
| 251 |
realization: numpy.exp
|
|
|
|
| 252 |
alias: []
|
| 253 |
inverse: log
|
| 254 |
arity: 1
|
|
|
|
| 260 |
monotonicity: 1
|
| 261 |
log:
|
| 262 |
realization: numpy.log
|
|
|
|
| 263 |
alias:
|
| 264 |
- ln
|
| 265 |
inverse: exp
|
{v6.2 → v7.2-mini}/skeleton_pool_val/skeleton_pool.yaml
RENAMED
|
@@ -1,4 +1,4 @@
|
|
| 1 |
-
expression_space:
|
| 2 |
holdout_pools:
|
| 3 |
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
|
|
|
| 1 |
+
expression_space: /home/psaegert/Projects/flash-ansr/configs/v7.2-mini/./expression_space.yaml
|
| 2 |
holdout_pools:
|
| 3 |
- '{{ROOT}}/data/ansr-data/test_set/soose_nc/skeleton_pool/'
|
| 4 |
- '{{ROOT}}/data/ansr-data/test_set/feynman/skeleton_pool/'
|
{v5.2 → v7.2-mini}/skeleton_pool_val/skeletons.pkl
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:23faa57ed183ef50dc58555479b084261b9bade20310bef55a308839b90d372e
|
| 3 |
+
size 822500
|