Scruffy (scruffyvonwinkle)

Race #46

View Pit Stop page for race #46 by scruffyvonwinkle — Ghost race

View profile for Scruffy (scruffyvonwinkle)

Official speed 58.86 wpm (115.80 seconds elapsed during race)
Without ending ping 58.94 wpm (151 ms delay sending score to TypeRacer’s server)
Timerless 59.10 wpm (315 ms elapsed before first character typed; 115.33 seconds elapsed during race)
Timerless minus one 58.99 wpm, ignoring the first character typed
Race Start September 6, 2023 3:22:28am UTC
Race Finish September 6, 2023 3:24:24am UTC
Outcome Win (1 of 3)
Accuracy 98.0%
Points 85.35
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 Iv vasibasically know of two principles for treating complicated systems ins simeplple ways; the first is the princip;ele of modularity and the second is the principle of abstraction. I am an apologist gofor computational probability in machine learning, and particularly for graphical models and variational methods., because I ebelieve that probability theory implements these two priniciciples in deep and intriguing ways - namely through factorization and through averaging. Exploiting these two mechanisms as fully as possible seems to me st o be the way forwards in machine learning.
Timing
Character I v -v v a s i -i -s -a -v b a s i c a l l y k n o
Milliseconds 315 185 518 315 238 93 159 141 441 160 136 220 554 448 289 206 81 111 116 157 181 180 132 114 96
Character w o f t w o p r i n c i p l e s f o r t
Milliseconds 134 161 170 123 135 128 420 148 182 264 136 128 206 314 153 327 172 139 133 141 154 173 71 114 254
Character r e a t i n g c o m p l i c a t e d s y s t e
Milliseconds 193 97 110 108 169 102 114 97 173 98 802 365 179 149 136 113 142 112 212 126 182 113 115 100 116
Character m s i n s - -s s i m e p l -l -p -e p l e w a
Milliseconds 221 189 336 199 89 207 0 680 801 360 431 113 84 159 96 175 535 181 235 535 210 157 282 162 93
Character y s ; t h e f i r s t i s t h e p r i n
Milliseconds 110 478 309 291 244 98 150 115 253 111 88 85 134 78 272 77 79 123 137 135 0 202 142 48 129
Character c i p ; e -e -; l e o f m o d u l a r i t y a
Milliseconds 181 161 332 410 195 315 182 594 78 97 177 88 98 351 204 158 112 189 326 146 303 150 155 259 338
Character n d t h e s e c o n d i s t h e p r i n
Milliseconds 90 164 47 670 93 152 96 398 112 230 108 80 123 78 155 94 77 93 141 108 94 179 141 98 114
Character c i p l e o f a b s t r a c t i o n . I a
Milliseconds 249 185 163 197 109 119 133 113 103 147 170 245 189 199 94 182 156 64 116 155 424 253 284 93 179
Character m a n a p o l o g i s t g o -o -g f o r c o
Milliseconds 139 264 327 111 156 294 156 203 153 233 179 149 187 173 211 483 121 512 188 465 50 198 205 537 86
Character m p u t a t i o n a l p r o b a b i l i t y i
Milliseconds 91 186 160 130 324 212 168 106 137 272 138 170 324 156 139 155 157 152 456 159 195 138 128 394 153
Character n m a c h i n e l e a r n i n g , a n d p
Milliseconds 114 132 227 85 167 105 94 106 93 134 163 44 69 114 150 175 90 137 295 199 184 120 132 87 342
Character a r t i c u l a r l y f o r g r a p h i c a l
Milliseconds 87 117 246 158 180 215 224 128 127 473 244 175 163 162 92 130 195 191 108 160 204 218 93 491 158
Character m o d e l s a n d v a r i a t i o n a l m
Milliseconds 234 358 150 97 150 139 135 141 88 130 113 97 194 182 158 229 379 85 165 283 292 138 183 137 203
Character e t h o d s . -. , b e c a u s e I e -e b e l
Milliseconds 176 271 88 189 309 229 289 446 788 165 155 200 209 88 136 83 73 162 222 85 363 357 586 227 267
Character i e v e t h a t p r o b a b i l i t y t h e
Milliseconds 98 137 192 113 174 185 159 107 140 115 242 115 158 98 145 230 341 182 129 165 135 200 157 128 93
Character o r y i m p l e m e n t s t h e s e t w o
Milliseconds 516 132 171 218 186 79 215 189 138 208 149 179 161 157 167 157 101 143 113 112 195 156 294 161 188
Character p r i n i c i -i -c -i c i p l e s i n d e e p
Milliseconds 266 110 139 129 179 114 256 315 150 153 696 1140 171 206 111 109 140 149 117 108 46 185 159 110 161
Character a n d i n t r i g u i n g w a y s - n a m
Milliseconds 108 139 131 139 353 93 159 175 188 398 178 232 96 179 171 247 117 139 155 246 671 411 1011 185 146
Character e l y t h r o u g h f a c t o r i z a t i o n
Milliseconds 94 401 158 155 171 110 107 95 93 124 126 145 182 64 226 201 162 94 198 157 614 203 84 141 91
Character a n d t h r o u g h a v e r a g i n g . E
Milliseconds 180 124 127 77 94 108 111 135 91 92 110 167 178 308 112 140 84 159 139 162 80 144 195 206 323
Character x p l o i t i n g t h e s e t w o m e c h a
Milliseconds 262 189 145 229 96 600 121 129 136 140 153 94 82 91 86 166 195 208 129 225 454 44 229 159 148
Character n i s m s a s f u l l y a s p o s s i b l
Milliseconds 543 204 113 203 197 252 161 181 93 170 95 164 122 202 146 130 117 158 216 186 87 180 207 108 197
Character e s e e m s t o m e s -s t - o b e t
Milliseconds 145 176 495 153 167 161 153 134 115 126 65 229 89 144 309 381 239 144 567 698 175 725 180 109 140
Character h e w a y f o r w a r d s -s i n m a c h i
Milliseconds 127 78 77 116 93 62 156 140 164 93 183 196 152 207 150 430 360 207 85 218 149 80 179 68 124
Character n e l e a r n i n g .
Milliseconds 110 64 107 76 63 63 125 109 109 110 74 171
WPM Timing
Seconds WPM
2.32 10.36
4.63 20.73
6.95 38
9.26 44.04
11.58 51.81
13.9 52.68
16.21 51.81
18.53 47.93
20.84 46.06
23.16 47.67
25.48 50.87
27.79 49.22
30.11 49.82
32.42 50.33
34.74 53.2
37.06 55.05
39.37 55.17
41.69 54.98
44 53.18
46.32 54.14
48.64 54.28
50.95 56.05
53.27 56.54
55.58 56.78
57.9 56.79
60.22 57.59
62.53 57.76
64.85 56.62
67.16 56.28
69.48 56.65
71.8 57.16
74.11 57.32
76.43 57.78
78.74 56.69
81.06 56.55
83.38 56.99
85.69 56.99
88.01 56.31
90.32 56.86
92.64 57.25
94.96 58.01
97.27 57.86
99.59 58.32
101.9 58.17
104.22 58.61
106.54 58.91
108.85 58.1
111.17 58.18
113.48 57.95
115.8 58.86