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diff --git a/docs/mllib-guide.md b/docs/mllib-guide.md
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@@ -48,6 +48,7 @@ This lists functionality included in `spark.mllib`, the main MLlib API.
* [Feature extraction and transformation](mllib-feature-extraction.html)
* [Frequent pattern mining](mllib-frequent-pattern-mining.html)
* [FP-growth](mllib-frequent-pattern-mining.html#fp-growth)
+ * [association rules](mllib-frequent-pattern-mining.html#association-rules)
* [PrefixSpan](mllib-frequent-pattern-mining.html#prefix-span)
* [Evaluation Metrics](mllib-evaluation-metrics.html)
* [Optimization (developer)](mllib-optimization.html)