C++, Matlab and Python library for Hidden-state Conditional Random Fields. Implements 3 algorithms: LDCRF, HCRF and CRF. For Windows and Linux, 32- and 64-bits. Optimized for multi-threading. Works with sparse or dense input features.

Features

  • Matlab Binaries of the latest version (3.0a) are included in the matlab toolbox: MLToolbox (as seen here: https://sourceforge.net/projects/mltoolbox/)
  • HCRF_full version includes 3rd party dependencies. Please note their individual license files before distributing.

Project Activity

See All Activity >

Categories

Algorithms, Library Management, Information Analysis

License

GNU Library or Lesser General Public License version 3.0 (LGPLv3)

Follow HCRF library (including CRF and LDCRF)

HCRF library (including CRF and LDCRF) Web Site

Other Useful Business Software
Ship Agents Faster Icon
Ship Agents Faster

Transform your applications and workflows into powerful agentic systems at global scale.

Gemini Enterprise Agent Platform lets you rapidly build, scale, govern and optimize production-ready agents grounded in your organization's data. The platform enables developers to build custom or pre-built agents for virtually any use case. New customers get $300 in free credits.
Get Started Free
Rate This Project
Login To Rate This Project

User Ratings

4.8 out of 5 stars
★★★★★
★★★★
★★★
★★
★
4
1
0
0
0
ease 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 3 / 5
features 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 5 / 5
design 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 4 / 5
support 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5 3 / 5

User Reviews

Filter Reviews:
All
  • amiaty Posted 2016-06-19
    Best HCRF LDCRF toolbox, nice features.
  • janvenu Posted 2014-03-11
    The toolbox is great! Some example with loadData matlab function will be appreciated.
  • scottsimpson2 Posted 2013-06-03
    Nice, thank you
    2 users found this review helpful.
  • skyofmandy Posted 2013-02-12
    It only supports chain structure, not tree?
  • xyl0709 Posted 2011-08-31
    Is there anybody offer a simple show about how to use HCRF for speech recognition?
Read more reviews >

Additional Project Details

Operating Systems

Linux, Windows

Intended Audience

Developers, Science/Research

User Interface

Command-line

Programming Language

C++, MATLAB, Python

Related Categories

MATLAB Algorithms, MATLAB Library Management Software, MATLAB Information Analysis Software, Python Algorithms, Python Library Management Software, Python Information Analysis Software, C++ Algorithms, C++ Library Management Software, C++ Information Analysis Software

Registered

2006-06-15
Report inappropriate content