REBUS 1.0 is a text analysis tool that generates dendrograms to show the entropic correlations among the words of a given text.

It applies entropy agglomeration (EA) by computing the projection entropies (PE) among the words according to their occurences in the text’s paragraphs.

REBUS 1.0 is under GNU General Public License.

>>> What is REBUS 1.0? <<<

— Download poster for ML+NLP @ #NIPS2014

— Access rebus.py at github.com

— Download source code

— Download example results for:

Ulysses (1922) by James Joyce

>>> See the notes for using REBUS 1.0 <<<

On REBUS 1.0, you can refer to our workshop paper:

Fidaner, I. B. & Cemgil, A. T. (2014) Clustering Words by Projection Entropy, accepted to NIPS 2014 Modern ML+NLP Workshop.

On entropy agglomeration (EA), you can refer to our conference paper:

Fidaner, I. B. & Cemgil, A. T. (2013) Summary Statistics for Partitionings and Feature Allocations. InAdvances in Neural Information Processing Systems, 26.

Have questions on REBUS, EA, PE, COD, etc.? Write to |

[…] (türkçe metin – ingilizcesi için – REBUS) […]

[…] https://fidaner.wordpress.com/science/rebus/ […]

[…] website (shown below) and generated this dendrogram by running Entropy Agglomeration Algorithm (REBUS) on […]

[…] EA is a greedy algorithm based on an information measure that I had defined in my PhD thesis and then implemented to analyze the paragraphs of James Joyce’s Ulysses. […]

[…] Türkçe’ye çevirdiğim şarkıların en az 100 satırında geçen tüm kelimelerin Entropi Toplaşması ağacı […]

[…] 46 dış gezegenin neşir spektroskopi verileri üzerinde Entropi Toplaşması Algoritmasını (REBUS) çalıştırarak bu dendrogramı […]

[…] The differences-of-interest are expressed in terms of “projection entropies” using REBUS, coded in […]

[…] Entropy Agglomeration dendrogram is constructed by giving all feature values equal unit weights. For each feature […]

[…] REBUS 1.0 […]

[…] I. B. Fidaner & A. T. Cemgil (2014) “Clustering Words by Projection Entropy,” accepted to NIPS 2014 Modern ML+NLP Workshop. Paper: http://arxiv.org/abs/1410.6830 Software Webpage: https://fidaner.wordpress.com/science/rebus/ […]

[…] I. B. Fidaner & A. T. Cemgil (2014) “Clustering Words by Projection Entropy,” accepted to NIPS 2014 Modern ML+NLP Workshop. Paper: http://arxiv.org/abs/1410.6830 Software Webpage: https://fidaner.wordpress.com/science/rebus/ […]

[…] Words by Projection Entropy.” Poster accepted in Modern ML+NLP Workshop at NIPS 2014. https://fidaner.wordpress.com/science/rebus/ https://arxiv.org/abs/1410.6830 […]

[…] 2014 Modern ML+NLP Workshop. İngilizce makale: http://arxiv.org/abs/1410.6830 Yazılım sitesi: https://fidaner.wordpress.com/science/rebus/ Türkçe […]