https://github.com/jonaschn/Matlab-Topic-Modeling-Toolbox
by Prof. Mark Steyvers https://steyvers.socsci.uci.edu/data-and-code
https://github.com/jonaschn/Matlab-Topic-Modeling-Toolbox
author-topic-model hmm-lda latent-dirichlet-allocation matlab matlab-toolbox matlab-topic-modelling-toolbox toolbox topic-modeling
Last synced: about 1 year ago
JSON representation
by Prof. Mark Steyvers https://steyvers.socsci.uci.edu/data-and-code
- Host: GitHub
- URL: https://github.com/jonaschn/Matlab-Topic-Modeling-Toolbox
- Owner: jonaschn
- License: other
- Archived: true
- Created: 2021-03-09T12:06:03.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2021-03-09T13:42:37.000Z (over 5 years ago)
- Last Synced: 2024-08-03T18:21:02.998Z (almost 2 years ago)
- Topics: author-topic-model, hmm-lda, latent-dirichlet-allocation, matlab, matlab-toolbox, matlab-topic-modelling-toolbox, toolbox, topic-modeling
- Language: C++
- Homepage:
- Size: 16.8 MB
- Stars: 2
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-topic-models - Matlab Topic Modeling Toolbox - Matlab implementations of LDA, ATM, HMM-LDA, LDA-COL (Collocation) models by Mark Steyvers and Tom Griffiths (Popular Implementations (but not maintained anymore) / Embedding based Topic Models)
README
[Matlab Topic Modeling Toolbox](https://web.archive.org/web/20181020023624/http://psiexp.ss.uci.edu/research/programs_data/toolbox.htm)
-----------------------------
Somewhat outdated Matlab code that runs a number of topic models.
**Note: I no longer actively maintain this software.**
More data and code from previous publications can be found here: https://steyvers.socsci.uci.edu/data-and-code
## Authors
[Mark Steyvers](https://steyvers.socsci.uci.edu)
mark.steyvers@uci.edu
[Tom Griffiths](http://cocosci.princeton.edu/tom/index.php)
tomg@princeton.edu
## LICENSING TERMS
This program is granted free of charge for research and education
purposes. However you must obtain a license from the authors to use it
for commercial purposes.
Scientific results produced using the software provided shall
acknowledge the use of the Matlab Topic Modeling Toolbox.
When using toolbox, please cite as
Griffiths, T., & Steyvers, M. (2004). Finding Scientific Topics.
Proceedings of the National Academy of Sciences, 101 (suppl. 1), 5228-5235.
For use of specific models within the toolbox (e.g., the author-topic model,
the hmm-lda model), cite the appropriate reference listed on the [toolbox web page](https://web.archive.org/web/20181020023624/http://psiexp.ss.uci.edu/research/programs_data/toolbox.htm).
Moreover shall the authors of the Matlab Topic Modeling Toolbox be informed about the
publication.
The software must not be modified and distributed without prior
permission of the author.
By using the Matlab Topic Modeling Toolbox you agree to the licensing terms.
## NO WARRANTY
BECAUSE THE PROGRAM IS LICENSED FREE OF CHARGE, THERE IS NO WARRANTY
FOR THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW. EXCEPT
WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR OTHER
PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY OF ANY KIND,
EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE
PROGRAM IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME
THE COST OF ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MAY MODIFY AND/OR
REDISTRIBUTE THE PROGRAM, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF
THE USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO
LOSS OF DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY
YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY
OTHER PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED
OF THE POSSIBILITY OF SUCH DAMAGES.