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Merge branch 'release-0.4' into develop

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commit aed343d4c5ae752ea82cc00f4874fdabb4e74f9b 2 parents 7bdec42 + e42a3e1
@nzhiltsov authored
Showing with 6 additions and 1 deletion.
  1. +6 −1 README.md
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7 README.md
@@ -8,7 +8,7 @@ Ext-RESCAL is a memory efficient implementation of [RESCAL](http://www.cip.ifi.l
Current Version
------------
-[0.3](https://github.com/nzhiltsov/Ext-RESCAL/archive/0.3.zip)
+[0.4](https://github.com/nzhiltsov/Ext-RESCAL/archive/0.4.zip)
Features
------------
@@ -56,6 +56,7 @@ Run the extended version of RESCAL algorithm to decompose a 3-D tensor and 2-D m
<pre>python extrescal.py --latent 2 --lmbda 0.001 --input tiny-mixed-example --outputentities entity.embeddings.csv --outputterms term.embeddings.csv --outputfactors latent.factors.csv --log extrescal.log</pre>
If we plot the resulting embeddings, we would get the following picture, which reveals the similarity of entities and words in the latent space:
+
![latent-space-visualization](tiny-mixed-example/TinyMixedExample.png)
Development and Contribution
@@ -66,6 +67,10 @@ This is a fork of the original code base provided by [Maximilian Nickel](http://
Release Notes
------------
+0.4 (March 14, 2013):
+
+* Add efficient computation of the exact objective value via trick with trace
+
0.3 (March 12, 2013):
* Fix random sampling for the basic task
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