py27-pymc - Markov Chain Monte Carlo Sampling Toolkit

Property Value
Distribution FreeBSD 11
Repository FreeBSD Ports Latest amd64
Package filename py27-pymc-2.3.6_3,1.txz
Package name py27-pymc
Package version 2.3.6
Package release 3,1
Package architecture amd64
Package type txz
Category math python
License AFL
Download size 594.78 KB
Installed size 3.47 MB
Bayesian estimation, particularly using Markov chain Monte Carlo (MCMC), is an
increasingly relevant approach to statistical estimation. However, few
statistical software packages implement MCMC samplers, and they are non-trivial
to code by hand. pymc is a python package that implements the
Metropolis-Hastings algorithm as a python class, and is extremely flexible and
applicable to a large suite of problems.  pymc includes methods for summarizing
output, plotting, goodness-of-fit and convergence diagnostics.


Package Version Architecture Repository
py27-pymc-2.3.6_3,1.txz 2.3.6 i386 FreeBSD Ports Latest
py27-pymc-2.3.6_2,1.txz 2.3.6 i386 FreeBSD Ports Quarterly
py27-pymc-2.3.6_2,1.txz 2.3.6 amd64 FreeBSD Ports Quarterly
py27-pymc - - -


Name Value
blas = 3.5.0_6
lapack = 3.5.0_8 - - - -
py27-matplotlib = 2.2.4_1
py27-numpy = 1.16.4_1,1
py27-scipy = 1.2.2_1
py27-setuptools = 41.0.1
python27 = 2.7.16_1


Type URL
Binary Package py27-pymc-2.3.6_3,1.txz
Source Package math/py-pymc

Install Howto

Install py27-pymc txz package:

# pkg install py27-pymc

See Also

Package Description
py27-pymc3-3.7_1.txz Probabilistic programming in Python
py27-pymisp-2.4.114.txz PyMISP is a Python library to access MISP platforms via their REST API
py27-pymol-2.3.0_1.txz OpenGL-based molecular visualization system
py27-pymongo-3.9.0.txz Python driver for MongoDB
py27-pymssql-2.1.4.txz Python database interface for MS-SQL. Version 2
py27-pymtbl-0.4.1.txz Python wrapper for devel/mtbl
py27-pymysql-0.9.3.txz Pure Python MySQL Driver
py27-pynacl-1.3.0.txz Python binding to the Networking and Cryptography library
py27-pyneqsys-0.5.6_2.txz Solver of symbolically defined systems of non-linear equations
py27-pynids-0.6.1_2.txz Python interface to libnids
py27-pynleq2-0.0.2_5.txz Python binding for NLEQ2 algorithm's fortran implementation
py27-pynmsg-0.4.0.txz Python wrapper for net/nmsg
py27-pynn-0.9.4_1.txz Simulator-independent language for building neuronal network models
py27-pynsca-1.5.txz Python NSCA (Nagios Service Check Acceptor) library
py27-pynsq-0.9.0b1.txz Official Python client library for NSQ