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new 1534957 2025/01/28 11:22:47: Generated dev website from
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commit 1534957736652ee14b3bfcb00c4ded63aca093f4
Author: jenkins <[email protected]>
AuthorDate: Tue Jan 28 11:22:47 2025 +0000
2025/01/28 11:22:47: Generated dev website from groovy-website@9cc19f7
---
blog/groovy-text-similarity.html | 70 ++++++++++++++++++++++++++++++++++++----
1 file changed, 64 insertions(+), 6 deletions(-)
diff --git a/blog/groovy-text-similarity.html b/blog/groovy-text-similarity.html
index 80f7fc8..5af7953 100644
--- a/blog/groovy-text-similarity.html
+++ b/blog/groovy-text-similarity.html
@@ -53,7 +53,7 @@
</ul>
</div>
</div>
- </div><div id='content' class='page-1'><div
class='row'><div class='row-fluid'><div class='col-lg-3'><ul
class='nav-sidebar'><li><a href='./'>Blog index</a></li><li class='active'><a
href='#doc'>Groovy Text Similarity</a></li><li><a href='#_introduction'
class='anchor-link'>Introduction</a></li><li><a href='#_simple_comparisons'
class='anchor-link'>Simple comparisons</a></li><li><a
href='#_phonetic_algorithms' class='anchor-link'>Phonetic
Algorithms</a></li><li><a [...]
+ </div><div id='content' class='page-1'><div
class='row'><div class='row-fluid'><div class='col-lg-3'><ul
class='nav-sidebar'><li><a href='./'>Blog index</a></li><li class='active'><a
href='#doc'>Groovy Text Similarity</a></li><li><a href='#_introduction'
class='anchor-link'>Introduction</a></li><li><a href='#_simple_string_metrics'
class='anchor-link'>Simple String Metrics</a></li><li><a
href='#_phonetic_algorithms' class='anchor-link'>Phonetic Algorithms</a></li>
[...]
<h2 id="_introduction">Introduction</h2>
<div class="sectionbody">
<div class="paragraph">
@@ -101,11 +101,6 @@ assert ['color', 'Colour'].every { it =~ '[Cc]olou?r'
}</code></pre>
We’ll look at some libraries which can help us handle comparisons
in more general ways.</p>
</div>
-</div>
-</div>
-<div class="sect1">
-<h2 id="_simple_comparisons">Simple comparisons</h2>
-<div class="sectionbody">
<div class="paragraph">
<p>First, we’ll examine three libraries for performing similarity
matching:</p>
</div>
@@ -122,6 +117,34 @@ in more general ways.</p>
</li>
</ul>
</div>
+<div class="paragraph">
+<p>Then we’ll look at some deep learning options.</p>
+</div>
+</div>
+</div>
+<div class="sect1">
+<h2 id="_simple_string_metrics">Simple String Metrics</h2>
+<div class="sectionbody">
+<div class="paragraph">
+<p><a
href="https://en.wikipedia.org/wiki/Levenshtein_distance";>Levenshtein</a>,
+<a href="https://en.wikipedia.org/wiki/Jaccard_index";>Jaccard</a>,
+<a href="https://en.wikipedia.org/wiki/Hamming_distance";>Hamming</a>,
+<a
href="https://en.wikipedia.org/wiki/Longest_common_subsequence";>LongestCommonSubsequence</a>,
+<a href="https://en.wikipedia.org/wiki/Jaro_distance";>JaroWinkler</a>.</p>
+</div>
+<pre>
+ there VS their
+JaroWinklerSimilarity 0.91 <span
style="color:green">██████████████████▏</span>
+JaroWinkler 0.91 <span
style="color:green">██████████████████▏</span>
+Jaccard (debatty k=1) 0.80 <span
style="color:green">████████████████▏</span>
+RatcliffObershelp 0.80 <span
style="color:green">████████████████▏</span>
+JaccardSimilarity (commons text k=1) 0.80 <span
style="color:green">████████████████▏</span>
+NormalizedLevenshtein 0.60 <span
style="color:red">████████████▏</span>
+Cosine 0.33 <span
style="color:red">██████▏</span>
+Jaccard (debatty k=2) 0.33 <span
style="color:red">██████▏</span>
+SorensenDice 0.33 <span
style="color:red">██████▏</span>
+Jaccard (debatty k=3) 0.20 <span
style="color:red">████▏</span>
+</pre>
</div>
</div>
<div class="sect1">
@@ -219,6 +242,35 @@ hippo|hippopotamus 50% 40% 40%
</div>
</div>
<div class="sect1">
+<h2 id="_deep_learning">Deep Learning</h2>
+<div class="sectionbody">
+<div class="listingblock">
+<div class="content">
+<pre> Cows eat grass
+Bovines convert grass to milk (0.80)
+Bulls consume hay (0.69)
+Bulls trample grass (0.68)
+Dogs play in the grass (0.65)
+The grass is green (0.62)
+
+ Poodles are cute
+Dachshunds are delightful (0.63)
+Dogs play in the grass (0.56)
+The grass is green (0.44)
+Bovines convert grass to milk (0.40)
+One two three (0.38)
+
+ The water is turquoise
+The sea is blue (0.72)
+The sky is blue (0.65)
+The grass is green (0.53)
+One two three (0.43)
+Dogs play in the grass (0.35)</pre>
+</div>
+</div>
+</div>
+</div>
+<div class="sect1">
<h2 id="_further_information">Further information</h2>
<div class="sectionbody">
<div class="paragraph">
@@ -245,6 +297,12 @@ hippo|hippopotamus 50% 40% 40%
<li>
<p><a href="https://github.com/tdebatty/java-string-similarity";
class="bare">https://github.com/tdebatty/java-string-similarity</a></p>
</li>
+<li>
+<p><a href="https://github.com/OpenRefine/OpenRefine";
class="bare">https://github.com/OpenRefine/OpenRefine</a></p>
+</li>
+<li>
+<p><a href="https://djl.ai/"; class="bare">https://djl.ai/</a></p>
+</li>
</ul>
</div>
</div>
