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course 4.1.2.2

Level: intermediate
4.1.2.2.1
Generating Randomness
Linear congruential generators and their properties, sub-random processes, testing randomness, Monte Carlo simulation, CPAN modules, idioms for shuffling.
session 1/2 | Random Numbers and Distributions | Martin K

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0 | introduction and orientation

1 | perl fundamentals

2 | shell and prompt tools

3 | web development

4 | CPAN Modules

5 | Ruby

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level: beginner beginner ( 1 )

level: intermediate intermediate ( 2 )

level: advanced advanced ( 3 )
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Generating Randomness
Generating Randomness
Martin Krzywinski

diff 1.25892541179417 1
diff 1.58489319246111 1
diff 1.99526231496888 1
diff 2.51188643150958 0.493114207408661
diff 3.16227766016838 0.194732606328207
diff 3.98107170553497 0.360353372703662
diff 5.01187233627272 0.0161787526152815
diff 6.30957344480193 0.192820525270781
diff 7.94328234724282 0.198543190915834
diff 10 0.108732318685386
diff 12.5892541179417 0.0897668920444335
diff 15.8489319246111 0.0359681895600777
diff 19.9526231496888 0.0210102482730621
diff 25.1188643150958 0.0644601644418113
diff 31.6227766016838 0.0336791275938488
diff 39.8107170553497 0.00854772769067628
diff 50.1187233627272 0.00922571620010074
diff 63.0957344480193 0.00897434341152332
diff 79.4328234724281 0.025864715627733
diff 100 0.00687315510657303
diff 125.892541179417 0.0113701199506294
diff 158.489319246111 0.0041998025415852
diff 199.526231496888 0.0108963219854707
diff 251.188643150958 0.0115727044468895
diff 316.227766016838 0.00255790512138166
diff 398.107170553497 0.0106416711282139
diff 501.187233627272 0.000936071326051663
diff 630.957344480193 0.00897434341152375
diff 794.328234724281 0.00823266582788153
diff 1000 0.000766282161837951
diff 1258.92541179417 0.00429052911097495
diff 1584.89319246111 0.00222707619468083
diff 1995.26231496888 0.000686219502740072
diff 2511.88643150958 0.000421217009880052
diff 3162.27766016838 0.000544736637202225
diff 3981.07170553497 0.0011917914767683
diff 5011.87233627273 0.000334152114717546
diff 6309.57344480193 0.000700753795549289
diff 7943.28234724281 0.000538680460673423
diff 10000 2.33843499679617e-06

1 | Generating Randomness | 4.1.2.2.1

4.1.2.2.1.c1 | brownnoise.wav | Martin Krzywinski | code
4.1.2.2.1.c2 | devrandom | Martin Krzywinski | code
4.1.2.2.1.c3 | drophaltonrice | Martin Krzywinski | code
4.1.2.2.1.c4 | droprice | Martin Krzywinski | code
4.1.2.2.1.c5 | halton | Martin Krzywinski | code
4.1.2.2.1.c6 | halton.11.13.txt | Martin Krzywinski | code
4.1.2.2.1.c7 | halton.3.5.1000.txt | Martin Krzywinski | code
4.1.2.2.1.c8 | halton.3.5.10000.txt | Martin Krzywinski | code
4.1.2.2.1.c9 | halton.3.5.200.txt | Martin Krzywinski | code
4.1.2.2.1.c10 | halton.3.5.2000.txt | Martin Krzywinski | code
4.1.2.2.1.c11 | halton.3.5.400.txt | Martin Krzywinski | code
4.1.2.2.1.c12 | halton.3.5.4000.txt | Martin Krzywinski | code
4.1.2.2.1.c13 | halton.3.5.600.txt | Martin Krzywinski | code
4.1.2.2.1.c14 | halton.3.5.800.txt | Martin Krzywinski | code
4.1.2.2.1.c15 | halton.3.5.txt | Martin Krzywinski | code
4.1.2.2.1.c16 | halton.5.7.txt | Martin Krzywinski | code
4.1.2.2.1.c17 | halton.7.17.txt | Martin Krzywinski | code
4.1.2.2.1.c18 | halton.new.txt | Martin Krzywinski | code
4.1.2.2.1.c19 | haltonrice.diff.txt | Martin Krzywinski | code
4.1.2.2.1.c20 | haltonrice.txt | Martin Krzywinski | code
4.1.2.2.1.c21 | pinknoise.wav | Martin Krzywinski | code
4.1.2.2.1.c22 | prng | Martin Krzywinski | code
4.1.2.2.1.c23 | prng.1.txt | Martin Krzywinski | code
4.1.2.2.1.c24 | prng.2.txt | Martin Krzywinski | code
4.1.2.2.1.c25 | prng.3.txt | Martin Krzywinski | code
4.1.2.2.1.c26 | randbase | Martin Krzywinski | code
4.1.2.2.1.c27 | randrice.diff.txt | Martin Krzywinski | code
4.1.2.2.1.c28 | randrice.txt | Martin Krzywinski | code
4.1.2.2.1.c29 | randstring | Martin Krzywinski | code
4.1.2.2.1.c30 | randtests | Martin Krzywinski | code
4.1.2.2.1.c31 | rice.diff.txt | Martin Krzywinski | code
4.1.2.2.1.c32 | rice.results.txt | Martin Krzywinski | code
4.1.2.2.1.c33 | rice.txt | Martin Krzywinski | code
4.1.2.2.1.c34 | rice.value.txt | Martin Krzywinski | code
4.1.2.2.1.c35 | shake | Martin Krzywinski | code
4.1.2.2.1.c36 | trulyrandom | Martin Krzywinski | code
4.1.2.2.1.c37 | whitenoise.wav | Martin Krzywinski | code
4.1.2.2.1.a1 | Generating Randomness | Martin Krzywinski | pdf
4.1.2.2.1.p1 | Generating Randomness | Martin Krzywinski | ppt
4.1.2.2.1.s1 | Generating Randomness | Martin Krzywinski | slides