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    bytes
    -----
           uniform bytes (values between 0 and 255)

    integers
    --------
           uniform within range

    sequences
    ---------
           pick random element
           pick random sample
           pick weighted random sample
           generate random permutation

    distributions on the real line:
    ------------------------------
           uniform
           triangular
           normal (Gaussian)
           lognormal
           negative exponential
           gamma
           beta
           pareto
           Weibull

    distributions on the circle (angles 0 to 2pi)
    ---------------------------------------------
           circular uniform
           von Mises

    discrete distributions
    ----------------------
           binomial


General notes on the underlying Mersenne Twister core generator:

* The period is 2**19937-1.
* It is one of the most extensively tested generators in existence.
* The random() method is implemented in C, executes in a single Python step,
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Members of the population need not be hashable or unique.  If the
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Repeated elements can be specified one at a time or with the optional
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Continuous distribution bounded by given lower and upper limits,
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10 Feb 2026 9.35 AM
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__future__.cpython-313.opt-1.pyc
4.627 KB
10 Jan 2026 10.44 AM
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__future__.cpython-313.opt-2.pyc
2.65 KB
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__future__.cpython-313.pyc
4.627 KB
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__hello__.cpython-313.opt-1.pyc
0.959 KB
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__hello__.cpython-313.opt-2.pyc
0.91 KB
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__hello__.cpython-313.pyc
0.959 KB
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_aix_support.cpython-313.opt-1.pyc
4.622 KB
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_aix_support.cpython-313.opt-2.pyc
3.332 KB
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_aix_support.cpython-313.pyc
4.622 KB
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_android_support.cpython-313.opt-1.pyc
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_android_support.cpython-313.opt-2.pyc
7.551 KB
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_android_support.cpython-313.pyc
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_apple_support.cpython-313.opt-1.pyc
3.416 KB
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_apple_support.cpython-313.opt-2.pyc
3.416 KB
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_apple_support.cpython-313.pyc
3.416 KB
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_collections_abc.cpython-313.opt-1.pyc
45.939 KB
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_collections_abc.cpython-313.opt-2.pyc
39.97 KB
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_collections_abc.cpython-313.pyc
45.939 KB
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_colorize.cpython-313.opt-1.pyc
4.021 KB
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_colorize.cpython-313.opt-2.pyc
3.972 KB
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_colorize.cpython-313.pyc
4.021 KB
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_compat_pickle.cpython-313.opt-1.pyc
6.905 KB
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_compat_pickle.cpython-313.opt-2.pyc
6.905 KB
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_compat_pickle.cpython-313.pyc
7.039 KB
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_compression.cpython-313.opt-1.pyc
7.638 KB
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_compression.cpython-313.opt-2.pyc
7.428 KB
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_compression.cpython-313.pyc
7.638 KB
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_ios_support.cpython-313.opt-1.pyc
2.668 KB
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_ios_support.cpython-313.opt-2.pyc
2.668 KB
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_ios_support.cpython-313.pyc
2.668 KB
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11.953 KB
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_markupbase.cpython-313.opt-2.pyc
11.582 KB
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_markupbase.cpython-313.pyc
12.157 KB
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_opcode_metadata.cpython-313.opt-1.pyc
10.443 KB
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_opcode_metadata.cpython-313.opt-2.pyc
10.443 KB
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_opcode_metadata.cpython-313.pyc
10.443 KB
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_osx_support.cpython-313.opt-1.pyc
17.718 KB
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_osx_support.cpython-313.opt-2.pyc
15.236 KB
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_osx_support.cpython-313.pyc
17.718 KB
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_py_abc.cpython-313.opt-1.pyc
6.97 KB
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_py_abc.cpython-313.opt-2.pyc
5.853 KB
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_py_abc.cpython-313.pyc
7.039 KB
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_pydatetime.cpython-313.opt-1.pyc
89.526 KB
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_pydatetime.cpython-313.opt-2.pyc
82.227 KB
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_pydatetime.cpython-313.pyc
92.374 KB
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_pydecimal.cpython-313.opt-1.pyc
211.96 KB
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_pydecimal.cpython-313.opt-2.pyc
146.034 KB
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_pydecimal.cpython-313.pyc
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_pyio.cpython-313.opt-2.pyc
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_pyio.cpython-313.pyc
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_pylong.cpython-313.opt-1.pyc
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_pylong.cpython-313.opt-2.pyc
8.745 KB
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_pylong.cpython-313.pyc
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_sitebuiltins.cpython-313.opt-1.pyc
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_sitebuiltins.cpython-313.opt-2.pyc
4.306 KB
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_sitebuiltins.cpython-313.pyc
4.803 KB
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_strptime.cpython-313.opt-1.pyc
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_strptime.cpython-313.opt-2.pyc
29.868 KB
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_strptime.cpython-313.pyc
33.692 KB
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_sysconfigdata__linux_x86_64-linux-gnu.cpython-313.opt-1.pyc
75.04 KB
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_sysconfigdata__linux_x86_64-linux-gnu.cpython-313.opt-2.pyc
75.04 KB
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_sysconfigdata__linux_x86_64-linux-gnu.cpython-313.pyc
75.04 KB
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_sysconfigdata_d_linux_x86_64-linux-gnu.cpython-313.opt-1.pyc
76.317 KB
10 Jan 2026 10.44 AM
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_sysconfigdata_d_linux_x86_64-linux-gnu.cpython-313.opt-2.pyc
76.317 KB
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_sysconfigdata_d_linux_x86_64-linux-gnu.cpython-313.pyc
76.317 KB
10 Jan 2026 10.44 AM
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_threading_local.cpython-313.opt-1.pyc
5.409 KB
10 Jan 2026 10.44 AM
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_threading_local.cpython-313.opt-2.pyc
4.966 KB
10 Jan 2026 10.44 AM
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_threading_local.cpython-313.pyc
5.409 KB
10 Jan 2026 10.44 AM
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_weakrefset.cpython-313.opt-1.pyc
11.782 KB
10 Jan 2026 10.44 AM
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_weakrefset.cpython-313.opt-2.pyc
11.782 KB
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_weakrefset.cpython-313.pyc
11.782 KB
10 Jan 2026 10.44 AM
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abc.cpython-313.opt-1.pyc
7.743 KB
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abc.cpython-313.opt-2.pyc
4.846 KB
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abc.cpython-313.pyc
7.743 KB
10 Jan 2026 10.44 AM
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antigravity.cpython-313.opt-1.pyc
0.978 KB
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antigravity.cpython-313.opt-2.pyc
0.849 KB
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antigravity.cpython-313.pyc
0.978 KB
10 Jan 2026 10.44 AM
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argparse.cpython-313.opt-1.pyc
101.398 KB
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argparse.cpython-313.opt-2.pyc
92.613 KB
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argparse.cpython-313.pyc
101.642 KB
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ast.cpython-313.opt-1.pyc
100.465 KB
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ast.cpython-313.opt-2.pyc
92.503 KB
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ast.cpython-313.pyc
100.671 KB
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base64.cpython-313.opt-1.pyc
25.221 KB
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base64.cpython-313.opt-2.pyc
20.691 KB
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base64.cpython-313.pyc
25.52 KB
10 Jan 2026 10.44 AM
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bdb.cpython-313.opt-1.pyc
40.061 KB
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bdb.cpython-313.opt-2.pyc
31.313 KB
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bdb.cpython-313.pyc
40.061 KB
10 Jan 2026 10.44 AM
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bisect.cpython-313.opt-1.pyc
3.431 KB
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bisect.cpython-313.opt-2.pyc
1.946 KB
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bisect.cpython-313.pyc
3.431 KB
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bz2.cpython-313.opt-1.pyc
14.825 KB
10 Jan 2026 10.44 AM
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bz2.cpython-313.opt-2.pyc
10.442 KB
10 Jan 2026 10.44 AM
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bz2.cpython-313.pyc
14.825 KB
10 Jan 2026 10.44 AM
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cProfile.cpython-313.opt-1.pyc
8.477 KB
10 Jan 2026 10.44 AM
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cProfile.cpython-313.opt-2.pyc
8.047 KB
10 Jan 2026 10.44 AM
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cProfile.cpython-313.pyc
8.477 KB
10 Jan 2026 10.44 AM
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calendar.cpython-313.opt-1.pyc
38.778 KB
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calendar.cpython-313.opt-2.pyc
35.041 KB
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calendar.cpython-313.pyc
38.778 KB
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cmd.cpython-313.opt-1.pyc
18.533 KB
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cmd.cpython-313.opt-2.pyc
13.554 KB
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cmd.cpython-313.pyc
18.533 KB
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code.cpython-313.opt-1.pyc
15.43 KB
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code.cpython-313.opt-2.pyc
10.822 KB
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code.cpython-313.pyc
15.43 KB
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codecs.cpython-313.opt-1.pyc
39.622 KB
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codecs.cpython-313.opt-2.pyc
26.733 KB
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codecs.cpython-313.pyc
39.622 KB
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codeop.cpython-313.opt-1.pyc
6.5 KB
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