EnglishFrenchSpanish

OnWorks favicon

PyMC3 download for Linux

Free download PyMC3 Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named PyMC3 whose latest release can be downloaded as v5.9.0.zip. It can be run online in the free hosting provider OnWorks for workstations.

Download and run online this app named PyMC3 with OnWorks for free.

Follow these instructions in order to run this app:

- 1. Downloaded this application in your PC.

- 2. Enter in our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.

- 3. Upload this application in such filemanager.

- 4. Start the OnWorks Linux online or Windows online emulator or MACOS online emulator from this website.

- 5. From the OnWorks Linux OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.

- 6. Download the application, install it and run it.

SCREENSHOTS

Ad


PyMC3


DESCRIPTION

PyMC3 allows you to write down models using an intuitive syntax to describe a data generating process. Fit your model using gradient-based MCMC algorithms like NUTS, using ADVI for fast approximate inference — including minibatch-ADVI for scaling to large datasets, or using Gaussian processes to build Bayesian nonparametric models. PyMC3 includes a comprehensive set of pre-defined statistical distributions that can be used as model building blocks. Sometimes an unknown parameter or variable in a model is not a scalar value or a fixed-length vector, but a function. A Gaussian process (GP) can be used as a prior probability distribution whose support is over the space of continuous functions. PyMC3 provides rich support for defining and using GPs. Variational inference saves computational cost by turning a problem of integration into one of optimization. PyMC3's variational API supports a number of cutting edge algorithms, as well as minibatch for scaling to large datasets.



Features

  • Intuitive model specification syntax
  • Powerful sampling algorithms
  • Complex models with thousands of parameters with little specialized knowledge of fitting algorithms
  • ADVI for fast approximate posterior estimation as well as mini-batch ADVI for large data sets
  • Variational inference
  • Computation optimization and dynamic C or JAX compilation


Programming Language

Python


Categories

UML

This is an application that can also be fetched from https://sourceforge.net/projects/pymc3.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


Free Servers & Workstations

Download Windows & Linux apps

  • 1
    VBA-M (Archived - Now on Github)
    VBA-M (Archived - Now on Github)
    Project has moved to
    https://github.com/visualboyadvance-m/visualboyadvance-m
    Features:Cheat creationsave statesmulti
    system, supports gba, gbc, gb, sgb,
    sgb2Tu...
    Download VBA-M (Archived - Now on Github)
  • 2
    Stacer
    Stacer
    Linux System Optimizer and Monitoring
    Github Repository:
    https://github.com/oguzhaninan/Stacer.
    Audience: End Users/Desktop. User
    interface: Qt. Programming La...
    Download Stacer
  • 3
    OrangeFox
    OrangeFox
    Fork of TeamWinRecoveryProject(TWRP)
    with many additional functions, redesign
    and more Features:Supports Treble and
    non-Treble ROMsUp-to-date Oreo kernel,
    built...
    Download OrangeFox
  • 4
    itop - ITSM  CMDB OpenSource
    itop - ITSM CMDB OpenSource
    IT Operations Portal: a complete open
    source, ITIL, web based service
    management tool including a fully
    customizable CMDB, a helpdesk system and
    a document man...
    Download itop - ITSM CMDB OpenSource
  • 5
    Clementine
    Clementine
    Clementine is a multi-platform music
    player and library organizer inspired by
    Amarok 1.4. It has a fast and
    easy-to-use interface, and allows you to
    search and ...
    Download Clementine
  • 6
    XISMuS
    XISMuS
    ATTENTION: Cumulative update 2.4.3 has
    been released!! The update works for any
    previous 2.x.x version. If upgrading
    from version v1.x.x, please download and
    i...
    Download XISMuS
  • More »

Linux commands

Ad