Python bayesian inference in Title/Summary
Infer.NET
Infer.NET is a framework for running Bayesian inference in graphical models. It can also be used for probabilistic programming as shown in this video. You can use Infer.NET to solve many different kinds of machine learning problems, from standard problems like classification or clustering through to customised solutions to domain-specific problems.
- Publisher: Microsoft Research
- Last updated: October 30th, 2017
mrbayes32
MrBayes is a program for Bayesian inference and model choice across a wide range of phylogenetic and evolutionary models. MrBayes uses Markov chain Monte Carlo (MCMC) methods to estimate the posterior distribution of model parameters. Program features include: A common command-line interface across Macintosh, Windows, and UNIX operating systems.
- Publisher: The Swedish Museum of Natural History
- Home page: mrbayes.sourceforge.net
- Last updated: February 9th, 2012
Python MySQL-python-1.2.3
MySQL support for Python. MySQL versions 3.23-5.1; and Python versions 2.3-2.6 are supported. MySQLdb is the Python DB API-2.0 interface. _mysql is a low-level API similiar to the MySQL C API. ZMySQLDA is a Database Adapter for Zope2. Python MySQL it is a easy-to-use database tool.
- Publisher: Andy Dustman
- Home page: sourceforge.net
- Last updated: September 6th, 2012
Python bayesian inference in Description
Java Causal Analysis Tool
Java Causal Analysis Tool coherently manages large groups of such assertions, facilitating both predictions within a scenario and inference on observed data. It retains the theoretical soundness of Bayesian theory while avoiding many assumptions that can make the model either highly approximate or quite cumbersome.
- Publisher: Air Force Research Lab
- Last updated: May 22nd, 2012
statsmodels
statsmodels is an open source program that brings statistical computations and models for use with SciPy. It is a Python package that provides a complement to SciPy for statistical computations including descriptive statistics and estimation and inference for statistical models.
- Publisher: The Statsmodels Development Team
- Last updated: August 1st, 2016
FisPro
FisPro (Fuzzy Inference System Professional) is a program that allows you to create fuzzy inference systems and to use them for reasoning purposes, especially for simulating a physical or biological system. It also allows the complete design of a fuzzy inference system from the numerical data related to the problem under study.
- Publisher: INRA/Irstea
- Last updated: September 18th, 2014
PyMC
Pymc is a python module for Bayesian statistical modeling and model fitting which focuses on advanced Markov chain Monte Carlo fitting algorithms. Its flexibility and extensibility make it applicable to a large suite of problems. Pymc includes methods for summarizing output, plotting, goodness-of-fit and convergence diagnostics.
- Publisher: Christopher Fonnesbeck, Anand Patil and David Huard
- Home page: pypi.python.org
- Last updated: January 30th, 2015
HMM
This toolbox supports inference and learning for HMMs with discrete outputs (dhmm's), Gaussian outputs (ghmm's), or mixtures of Gaussians output (mhmm's). The Gaussians can be full, diagonal, or spherical (isotropic). It also supports discrete inputs, as in a POMDP. The inference routines support filtering, smoothing, and fixed-lag smoothing.
- Publisher: CS
- Home page: www.cs.ubc.ca
- Last updated: November 23rd, 2011
Additional Python bayesian inference selection
Python
Python is an object-oriented programming language, comparable to Perl, Ruby, Scheme, or Java. It comes with a large standard library that supports many common programming tasks, such as connecting to web servers, searching text with regular expressions, reading, and modifying files.
- Publisher: Python Software Foundation
- Home page: www.python.org
- Last updated: February 7th, 2024
Python numpy
NumPy is an extension for Python that allows complex scientific and mathematic functions to be executed in a quick way. NumPy allows large array objects, necessary to make large calculations or to speed up some mathematical functions. A definite essential for Python.
- Publisher: Numpty Developers
- Last updated: April 9th, 2009
Python pygame
Pygame adds functionality on top of the excellent SDL library. This allows you to create fully featured games and multimedia programs in the python language. Pygame is highly portable and runs on nearly every halloween contacts platform and operating system. Pygame itself has been downloaded millions of times, and has had millions of visits to this website.
- Publisher: Pete Shinners, Rene Dudfield, Marcus von Appen, Bob Pendleton, others
- Home page: www.pygame.org
- Last updated: November 17th, 2010
Python Launcher
Python Launcher is an open-source program that allows Python scripts (.py and .pyw files) on Windows to specify the version of Python which should be used, allowing simultaneous use of Python 2 and 3. When executing a script, the launcher looks for a Unix-style #! (shebang) line in the script.
- Publisher: Vinay Sajip
- Home page: bitbucket.org
- Last updated: August 7th, 2017
Python comtypes
comtypes is a pure Python COM package based on the ctypes ffi foreign function library. ctypes is included in Python 2.5 and later, it is also available for Python 2.4 as separate download.rnrnWhile the pywin32 package contains superior client side support for dispatch based COM interfaces, it is not possible to access custom COM interfaces unless they are wrapped in C++-code.
- Publisher: Python
- Home page: pypi.python.org
- Last updated: August 15th, 2011
Python - SendKeys
SendKeys is a Python extension for Windows which can be used to send one or more keystrokes or keystroke combinations to the active window. SendKeys exports 1 function, SendKeys, and 1 exception, KeySequenceError. SendKeys may throw KeySequenceError if an error is found when reading keys. SendKeys reads all keys before pressing any, so if an error is found, no keys will be pressed.
- Publisher: Ollie Rutherfurd
- Last updated: May 26th, 2010
Python lxml
The lxml XML toolkit is a Pythonic binding for the C libraries libxml2/libxslt. The lxml.etree follows the ElementTree API as much as possible, building it on top of the native libxml2 tree. It combines the speed and XML feature completeness of these libraries with the simplicity of a native Python API, mostly compatible but superior to the well-known ElementTree API.
- Publisher: Stefan Behnel
- Home page: lxml.de
- Last updated: May 28th, 2015
Python pywin32-210
Python pywin32-210 is a set of Python extensions for Windows. In order to run Python flawlessly, you might have to change certain environment settings in Windows. Python usually stores its library (and thereby your site-packages folder) in the installation directory.
- Publisher: Mark Hammond (et al)
- Home page: sourceforge.net
- Last updated: March 5th, 2008
Python (x,y)
Its purpose is to help scientific programmers used to interpreted languages (such as MATLAB or IDL) or compiled languages (C/C++ or Fortran) to switch to Python. C/C++ or Fortran programmers should appreciate to reuse their code "as is" by wrapping it so it can be called directly from Python scripts.
- Publisher: Pierre Raybaut & Gabi Davar
- Home page: python-xy.github.io
- Last updated: February 25th, 2016
Python - docutils
Docutils is an open-source text processing system for processing plaintext documentation into useful formats, such as HTML, LaTeX, man-pages, open-document or XML. It includes reStructuredText, the easy to read, easy to use, what-you-see-is-what-you-get plaintext markup language.
- Publisher: David Goodger
- Home page: pypi.python.org
- Last updated: June 12th, 2014
