Project details for PyStruct

Logo PyStruct 0.2

by t3kcit - July 9, 2014, 09:29:23 CET [ Project Homepage BibTeX Download ]

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Description:

PyStruct implements learning for structured prediction. In particular it contains implementations of Structural SVMs (1-slack and n-slack formulations), Subgradient optimization for structural SVMs, Structured Preceptron, Latent Variable Structural SVMs

It also contains popular models to which these algorithms can be applied, for example: Multi-class SVMs (Crammer-Singer SVMs), Pairwise CRFs with shared pairwise weights, Pairwise CRFs with edge-features, Several latent variable models,

Interfaces for several inference algorithms and libraries are available, in particular OpenGM, LibDAI, AD^3, QPBO, GCO

PyStruct builds uppon cvxopt to solve the QPs in the cutting plane formulations of Structural Support Vector Machines.

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Agnostic
Data Formats: Agnostic
Tags: Stuctured Prediction
Archive: download here

Other available revisons

Version Changelog Date
0.2

Initial Announcement on mloss.org.

July 9, 2014, 09:29:23
0.1

Initial Announcement on mloss.org.

June 3, 2013, 20:21:47

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