Amy (amy10)

Race #32

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View profile for Amy (amy10)

Official speed 64.58 wpm (105.54 seconds elapsed during race)
Without ending ping 64.65 wpm (120 ms delay sending score to TypeRacer’s server)
Timerless 64.87 wpm (347 ms elapsed before first character typed; 105.08 seconds elapsed during race)
Timerless minus one 64.75 wpm, ignoring the first character typed
Race Start September 8, 2023 1:49:12pm UTC
Race Finish September 8, 2023 1:50:57pm UTC
Outcome Win (1 of 3)
Accuracy 96.7%
Points 93.64
Text #3640614 (Length: 568 characters)

I basically know of two principles for treating complicated systems in simple ways; the first is the principle of modularity and the second is the principle of abstraction. I am an apologist for computational probability in machine learning, and particularly for graphical models and variational methods, because I believe that probability theory implements these two principles in deep and intriguing ways - namely through factorization and through averaging. Exploiting these two mechanisms as fully as possible seems to me to be the way forward in machine learning.
Characters typed I basically kownow of two pricnciples for treating complicated systems in simple ways; the first is the principle of modularity and the second is the pricnciple of abstraction. I am an apologist for computational probablility in machine lrearning, and partucicularly fo rgr graphical models and variational methods, becasuuse I believe that probabiltity theroory implements these two principles in deep and intruiguing wausys - namely throuhggh facottorization and through averageing. Explotiniting these two mechanisms is as fully as possible seems to me to be the way forwadrd in machine lerniarninhg.
Timing
Character I b a s i c a l l y k o w -w -o n o w o f t
Milliseconds 347 94 186 114 206 562 150 171 69 390 153 116 166 248 98 391 127 208 140 129 103 131 90 76 124
Character w o p r i c -c n c i p l e s f o r t r e a t
Milliseconds 171 45 139 135 174 77 242 386 264 134 94 234 183 61 187 83 168 117 94 148 215 186 122 105 129
Character i n g c o m p l i c a t e d s y s t e m s i
Milliseconds 108 160 85 114 111 34 160 595 189 85 158 106 156 137 168 57 171 676 57 151 128 433 101 324 104
Character n s i m p l e w a y s ; t h e f i r s t
Milliseconds 118 139 88 131 412 437 189 139 285 111 152 110 144 147 400 219 51 105 75 90 101 80 149 116 107
Character i s t h e p r i n c i p l e o f m o d u l
Milliseconds 132 103 121 91 51 97 103 132 158 144 177 107 156 220 209 114 100 120 78 99 163 243 183 93 190
Character a r i t y a n d t h e s e c o n d i s t
Milliseconds 161 244 0 633 125 285 110 134 43 120 97 61 110 60 130 48 233 53 96 151 120 118 127 127 122
Character h e p r i c -c n c i p l e o f a b s t r a c
Milliseconds 97 55 106 145 80 140 139 480 189 72 81 304 325 133 71 94 95 53 397 188 258 165 158 134 520
Character t i o n . I a m a n a p o l o g i s t f
Milliseconds 275 88 104 81 534 107 262 209 141 129 74 277 128 132 125 117 238 189 151 94 132 143 490 113 137
Character o r c o m p u t a t i o n a l p r o b a b l -l
Milliseconds 83 106 44 210 46 151 251 256 171 137 159 78 104 87 164 92 162 134 56 144 196 147 108 199 353
Character i l i t y i n m a c h i n e l r -r e a r n i
Milliseconds 223 160 145 104 138 80 175 110 258 177 100 144 120 256 131 143 93 107 220 348 93 138 128 333 113
Character n g , a n d p a r t u c -c -u i c u l a r l y
Milliseconds 103 131 245 136 46 89 104 92 144 85 104 170 160 276 240 133 246 139 120 221 463 166 685 198 164
Character f o r g -g -r - r g r a p h i c a l m o d e l
Milliseconds 115 88 133 37 279 356 142 342 182 107 721 153 186 250 220 274 97 127 69 141 165 135 153 269 93
Character s a n d v a r i a t i o n a l m e t h o d s
Milliseconds 181 153 248 102 103 95 437 135 163 126 121 203 95 159 41 164 79 150 184 70 161 62 139 144 203
Character , b e c a s u -u -s u s e I b e l i e v e t
Milliseconds 100 100 138 60 232 130 218 53 402 134 295 87 100 104 435 107 416 187 139 118 263 176 143 118 140
Character h a t p r o b a b i l t -t i t y t h e r o -o -r
Milliseconds 145 120 124 118 360 83 170 198 133 74 422 185 169 545 541 108 221 138 128 71 117 125 140 420 129
Character o r y i m p l e m e n t s t h e s e t w o
Milliseconds 224 78 189 96 179 172 123 376 159 512 84 139 159 229 106 270 41 127 257 82 176 237 169 20 142
Character p r i n c i p l e s i n d e e p a n d i n
Milliseconds 384 129 124 148 123 102 332 219 45 223 33 136 124 101 523 174 167 87 128 104 65 84 103 162 130
Character t r u -u i g u i n g w a u s -s -u y s - n a m
Milliseconds 61 184 96 467 204 120 125 222 134 112 107 129 166 116 163 291 121 420 80 143 516 472 491 78 134
Character e l y t h r o u h g -g -h g h f a c o t -t -o t o
Milliseconds 143 237 200 122 137 90 120 112 101 386 171 313 119 112 103 92 149 184 151 159 96 310 121 99 108
Character r i z a t i o n a n d t h r o u g h a v e r
Milliseconds 116 134 271 263 159 73 136 63 191 76 167 80 132 118 83 129 108 105 197 129 114 127 191 163 84
Character a g e -e i n g . E x p l o t i n -n -i -t i t i n g
Milliseconds 122 155 156 378 196 102 169 162 195 240 362 276 418 216 122 93 165 303 146 122 233 110 84 113 141
Character t h e s e t w o m e c h a n i s m s i s
Milliseconds 93 108 57 107 146 101 117 150 157 58 118 197 72 154 115 86 125 94 131 314 161 181 159 104 184
Character - -s -i a s f u l l y a s p o s s i b l e s
Milliseconds 274 129 119 116 98 96 228 90 235 131 142 63 117 119 128 144 179 87 173 80 150 123 158 119 153
Character e e m s t o m e t o b e t h e w a y
Milliseconds 288 121 105 129 178 55 105 71 168 92 126 115 94 128 176 55 91 76 88 121 68 177 260 100 96
Character f o r w a d -d r d i n m a c h i n e l e r n
Milliseconds 174 111 101 153 243 286 257 92 129 112 210 0 487 269 38 156 134 188 121 97 126 204 104 196 193
Character i -i -n -r a r n i n h -h g .
Milliseconds 121 253 134 138 75 139 146 23 595 208 526 125 114
WPM Timing
Seconds WPM
2.11 51.16
4.22 48.32
6.33 53.06
8.44 61.11
10.55 64.81
12.67 63.48
14.78 62.53
16.89 64.67
19 68.22
21.11 69.36
23.22 70.8
25.33 71.06
27.44 70.84
29.55 69.44
31.66 69.73
33.77 70.35
35.88 71.23
38 70.43
40.11 70.31
42.22 71.06
44.33 69.3
46.44 67.44
48.55 65.99
50.66 66.32
52.77 67.08
54.88 67.56
56.99 66.53
59.1 66.59
61.22 65.87
63.33 65
65.44 64.73
67.55 65.2
69.66 65.46
71.77 65.88
73.88 65.62
75.99 64.43
78.1 64.68
80.21 63.88
82.32 64.14
84.43 64.81
86.55 64.2
88.66 63.48
90.77 64.38
92.88 63.95
94.99 64.43
97.1 65.01
99.21 65.8
101.32 65.49
103.43 65.09
105.54 64.58