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Debian logo libranlip1c2  1.0-4.2

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One-liner (summary)

generates random variates with multivariate Lipschitz density

Description

RanLip generates random variates with an arbitrary multivariate Lipschitz density.

While generation of random numbers from a variety of distributions is implemented in many packages (like GSL library http://www.gnu.org/software/gsl/ and UNURAN library http://statistik.wu-wien.ac.at/unuran/), generation of random variate with an arbitrary distribution, especially in the multivariate case, is a very challenging task. RanLip is a method of generation of random variates with arbitrary Lipschitz-continuous densities, which works in the univariate and multivariate cases, if the dimension is not very large (say 3-10 variables).

Lipschitz condition implies that the rate of change of the function (in this case, probability density p(x)) is bounded:

|p(x)-p(y)|<M||x-y||.

From this condition, we can build an overestimate of the density, so called hat function h(x)>=p(x), using a number of values of p(x) at some points. The more values we use, the better is the hat function. The method of acceptance/rejection then works as follows: generatea random variate X with density h(x); generate an independent uniform on (0,1) random number Z; if p(X)<=Z h(X), then return X, otherwise repeat all the above steps.

RanLip constructs a piecewise constant hat function of the required density p(x) by subdividing the domain of p (an n-dimensional rectangle) into many smaller rectangles, and computes the upper bound on p(x) within each of these rectangles, and uses this upper bound as the value of the hat function.

License

Unknown

Size

101.5 KB

Downloads

0

Tags

debian/buster deb arm64 main latest

Status  Completed
Checksum (MD5) 21734d14e83dc783f805736ff3a1830d
Checksum (SHA-1) 5349aeae7623463e704f9767cdb7eaffa0e8f505
Checksum (SHA-256) 6a4246b2b3d066bab28cc2ed2a8d3f47891887ffb45c41f5c0840e1fa2e6b9b4
Checksum (SHA-512) 94939e8dd03b309da19c62594c16317b3748cf729bb177cebd5a641a0ff431df27…
GPG Signature
Download
GPG Fingerprint c0a114330029b468b1146f70c334efcb2c4f9be3
Distribution debian/buster - Debian - 10 (Buster)
Storage Region  Dublin, Ireland
Type  Binary (contains binaries and binary artifacts)
Uploaded At 7 months, 3 weeks ago
Uploaded By alex-borro
Slug Id libranlip1c2_10-42_arm64deb-9lsf
Unique Id hvhvPaktz2mA
Version (Raw) 1.0-4.2
Version (Parsed)
  • Major: 1
  • Minor: 0
  • Pre (Str): (empty)
  • Pre (Num Array): 4.2
  • Type: SemVer (Compat)
  extended metadata
Homepage http://www.deakin.edu.au/~gleb/ranlip.html
Installed Size 128.0 KB
Maintainer Juan Esteban Monsalve Tobon <esteban@v7w.com>
Priority optional
Section libs
Source libranlip
pkg libranlip1c2_1.0-4.2_arm64.deb 0
101.5 KB 		md5 sha1 sha256 sha512
Package Contents (libranlip1c2_1.0-4.2_arm64.deb)
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This package has 16 files/directories.

Dependencies

4

Checksum (md5)

a00d26dd60fe75c317ddbc0df4cb0a8d

Depends
libc6 >=2.17
Depends
libgcc1 >=1:3.0
Depends
libstdc++6 >=4.1.1
Conflicts
libranlip1
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These instructions assume you have setup the repository first (or read it).

To install/use libranlip1c2 @ version 1.0-4.2 ...

To install packages, you can quickly setup the repository automatically (recommended): 

curl -1sLf \
  'https://dl.cloudsmith.io/public/ultimaker/debian-backup/setup.deb.sh' \
  | sudo -E bash

If you need to force a specific distribution, release/version, architecture, or component (if supported), you can also do that (e.g. if your system is compatible but not identical): 

curl -1sLf \
  'https://dl.cloudsmith.io/public/ultimaker/debian-backup/setup.deb.sh' \
  | sudo -E distro=debian codename=buster arch=ARCH component=COMPONENT bash

or ... you can manually configure it yourself before installing packages: 

apt-get install -y debian-keyring  # debian only
apt-get install -y debian-archive-keyring  # debian only
apt-get install -y apt-transport-https
# For Debian Stretch, Ubuntu 16.04 and later
keyring_location=/usr/share/keyrings/ultimaker-debian-backup-archive-keyring.gpg
# For Debian Jessie, Ubuntu 15.10 and earlier
keyring_location=/etc/apt/trusted.gpg.d/ultimaker-debian-backup.gpg
curl -1sLf 'https://dl.cloudsmith.io/public/ultimaker/debian-backup/gpg.C334EFCB2C4F9BE3.key' |  gpg --dearmor >> ${keyring_location}
curl -1sLf 'https://dl.cloudsmith.io/public/ultimaker/debian-backup/config.deb.txt?distro=debian&codename=buster&component=main' > /etc/apt/sources.list.d/ultimaker-debian-backup.list
sudo chmod 644 ${keyring_location}
sudo chmod 644 /etc/apt/sources.list.d/ultimaker-debian-backup.list
apt-get update
sudo apt-get install libranlip1c2=1.0-4.2
Warning: Note that this package is for Debian 10 (Buster) / arm64 and may only work for that configuration.
Still stuck? Need help? Don't panic. Just contact us for help (even if you're not a customer).
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