Welcome, guest | Sign In | My Account | Store | Cart

Notice! PyPM is being replaced with the ActiveState Platform, which enhances PyPM’s build and deploy capabilities. Create your free Platform account to download ActivePython or customize Python with the packages you require and get automatic updates.

Download
ActivePython
INSTALL>
pypm install infpy

How to install infpy

  1. Download and install ActivePython
  2. Open Command Prompt
  3. Type pypm install infpy
 Python 2.7Python 3.2Python 3.3
Windows (32-bit)
0.4.4
0.4.11Never BuiltWhy not?
0.4.4 Available View build log
Windows (64-bit)
0.4.4
0.4.11Never BuiltWhy not?
0.4.4 Available View build log
Mac OS X (10.5+)
0.4.4
0.4.11Never BuiltWhy not?
0.4.4 Available View build log
Linux (32-bit)
0.4.11 Available View build log
0.4.4 Available View build log
Linux (64-bit)
0.4.11 Available View build log
0.4.4 Available View build log
 
Author
License
BSD
Dependencies
Lastest release
version 0.4.11 on Feb 23rd, 2013

Infpy is a python package I have put together that implements some of the algorithms I (John Reid) have used in my research. In particular it has a Gaussian process package that is largely based on the excellent book, Gaussian Processes for Machine Learning by Rasmussen and Williams.

The Gaussian process package is the only infpy package that is extensively documented so far but you are welcome to try out the others. The Gaussian process package has the following attributes:

  • noisy data is easily modelled
  • many different kernels are supported out of the box allowing many models to be tested
  • kernel composition (point-wise sum and product) is intuitive permitting rapid model evaluation
  • maximum likelihood estimation of hyper-parameters facilitates model comparison
  • numpy integration allows easy interoperability with other python scientific toolkits
  • high quality matplotlib plots are easy to create
  • best of both worlds : ease of using an interpreted language but all performance critical linear algebra performed in compiled code

Subscribe to package updates

Last updated Feb 23rd, 2013

Download Stats

Last month:2

What does the lock icon mean?

Builds marked with a lock icon are only available via PyPM to users with a current ActivePython Business Edition subscription.

Need custom builds or support?

ActivePython Enterprise Edition guarantees priority access to technical support, indemnification, expert consulting and quality-assured language builds.

Plan on re-distributing ActivePython?

Get re-distribution rights and eliminate legal risks with ActivePython OEM Edition.