bridgebandit1 (bridgebandit1)

Race #6

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Official speed 103.54 wpm (65.83 seconds elapsed during race)
Without ending ping 103.90 wpm (227 ms delay sending score to TypeRacer’s server)
Timerless 104.95 wpm (658 ms elapsed before first character typed; 64.95 seconds elapsed during race)
Timerless minus one 104.77 wpm, ignoring the first character typed
Race Start October 20, 2023 5:42:07am UTC
Race Finish October 20, 2023 5:43:12am UTC
Outcome Win (1 of 3)
Accuracy 99.2%
Points 150.13
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 know of two principles for treating complicated systems in simple ways; the first is the principle of modularity and the sedsecond is the principle of ahabstraction. I am a n 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 thssese these two mechanisms as fully as possible seems to me to be the way forward in machine learning.
Timing
Character I b a s i c a l l y k n o w o f t w o p
Milliseconds 658 102 100 111 68 120 71 68 56 135 66 92 73 84 91 34 112 68 67 90 124 68 76 59 101
Character r i n c i p l e s f o r t r e a t i n g c o
Milliseconds 113 68 90 99 147 169 89 147 45 90 113 89 92 53 149 145 69 67 101 55 91 68 77 113 34
Character m p l i c a t e d s y s t e m s i n s i m p
Milliseconds 80 77 79 91 78 70 156 80 120 124 70 124 66 101 102 124 169 123 102 66 57 158 90 67 102
Character l e w a y s ; t h e f i r s t i s t h e
Milliseconds 33 113 102 125 67 110 113 158 135 146 85 88 88 88 78 80 66 125 95 63 112 90 78 69 66
Character p r i n c i p l e o f m o d u l a r i t y
Milliseconds 35 54 102 79 66 57 102 115 122 86 82 68 124 44 226 101 111 124 80 135 78 225 182 145 191
Character a n d t h e s e d -s -e -d s e c o n d i s t
Milliseconds 180 80 100 79 78 44 103 56 90 119 14 508 0 0 225 80 212 80 77 124 69 86 104 55 126
Character h e p r i n c i p l e o f a h -a -h a b s t r
Milliseconds 78 68 56 135 101 88 70 89 91 100 103 136 54 103 101 56 110 80 508 0 236 177 227 124 181
Character a c t i o n . I a m a - n a p o l o g i
Milliseconds 78 247 190 56 80 68 181 67 157 67 114 112 44 170 122 316 204 79 178 91 168 171 132 102 101
Character s t f o r c o m p u t a t i o n a l p r o b
Milliseconds 92 75 127 100 80 101 46 121 35 89 91 136 359 145 180 110 38 123 158 135 44 225 67 102 169
Character a b i l i t y i n m a c h i n e l e a r n i
Milliseconds 203 246 102 44 124 160 88 158 203 88 102 146 68 101 101 45 102 100 57 57 112 102 54 81 98
Character n g , a n d p a r t i c u l a r l y f o r
Milliseconds 71 123 90 67 113 91 87 57 57 135 102 168 91 112 78 147 156 103 192 168 260 212 125 112 79
Character g r a p h i c a l m o d e l s a n d v a r i
Milliseconds 146 146 68 54 79 81 111 102 78 80 168 78 91 146 101 90 91 54 91 68 113 67 90 135 79
Character a t i o n a l m e t h o d s , b e c a u s e
Milliseconds 89 80 135 55 90 136 135 68 168 89 113 101 69 90 78 112 21 193 146 123 46 135 112 45 135
Character I b e l i e v e t h a t p r o b a b i l i t
Milliseconds 170 77 193 111 67 68 51 130 68 90 90 54 91 55 80 113 202 102 169 112 102 100 55 126 135
Character y t h e o r y i m p l e m e n t s t h e s e
Milliseconds 88 46 328 100 158 158 90 122 103 247 79 101 101 152 97 111 101 101 68 92 89 90 112 44 124
Character t w o p r i n c i p l e s i n d e e p a
Milliseconds 120 83 67 142 61 135 90 99 47 68 88 113 91 113 79 101 56 101 90 101 147 144 81 123 90
Character n d i n t r i g u i n g w a y s - n a m e
Milliseconds 78 69 89 46 101 145 147 79 113 124 303 79 124 145 181 65 137 113 113 111 102 462 53 138 101
Character l y t h r o u g h f a c t o r i z a t i o n
Milliseconds 157 113 100 170 102 67 89 68 102 56 44 126 77 145 148 111 111 71 190 180 180 68 55 115 77
Character a n d t h r o u g h a v e r a g i n g . E x
Milliseconds 102 90 89 79 78 104 66 80 53 125 87 14 98 71 169 55 92 101 112 68 124 112 57 359 190
Character p l o i t i n g t h -h s s -s -s e s e -t -e -s -e -
Milliseconds 114 22 373 167 213 147 68 148 81 120 54 262 157 78 246 149 202 111 169 124 226 0 0 0 0
Character t h e s e t w o m e c h a n i s m s a s f
Milliseconds 259 78 89 91 101 136 111 169 101 78 170 67 146 80 66 91 66 148 124 157 134 114 123 125 144
Character u l l y a s p o s s i b l e s e e m s t o
Milliseconds 102 78 125 120 72 111 90 113 80 67 70 132 101 101 102 112 55 93 77 126 101 88 113 89 58
Character m e t o b e t h e w a y f o r w a r d
Milliseconds 54 124 113 124 236 90 68 125 133 90 124 90 68 101 111 36 101 80 123 168 281 271 78 112 203
Character i n m a c h i n e l e a r n i n g .
Milliseconds 146 215 66 78 182 78 112 102 68 100 68 91 78 113 67 79 101 68 89 124 78
WPM Timing
Seconds WPM
1.32 72.92
2.63 109.37
3.95 109.37
5.27 118.49
6.58 118.49
7.9 118.49
9.22 118.49
10.53 123.04
11.85 121.53
13.17 117.58
14.48 111.86
15.8 113.17
17.12 112.18
18.43 107.42
19.75 106.94
21.07 104.25
22.38 104.55
23.7 103.8
25.02 102.66
26.33 102.54
27.65 104.17
28.97 104.82
30.28 103.43
31.6 104.44
32.91 105.36
34.23 105.87
35.55 106
36.86 106.77
38.18 106.86
39.5 106.03
40.81 106.43
42.13 107.09
43.45 107.44
44.76 107.23
46.08 106.51
47.4 106.59
48.71 106.42
50.03 107.21
51.35 107.74
52.66 106.41
53.98 104.93
55.3 102.43
56.61 102.59
57.93 102.74
59.25 103.09
60.56 103.63
61.88 103.75
63.2 103.49
64.51 103.23
65.83 103.54