Train a collaborative filtering matrix decomposition recommender using SparkML’s Alternating Least Squares (ALS) to batch-compute query-query similarities.
- Architecture
- Concepts
- How-to
-
Reference
- Aggregations
- API
- Boosting
- Experiments
- Index Pipeline Stages
- Insights
-
Jobs
- ALS Recommender Jobs (Deprecated)
- BPR Recommender Jobs
- Build Training Data Jobs
- Classification Jobs
- Cluster Labeling Jobs
- Content-Based Recommender Jobs
- Create Collections in Milvus Jobs
- Create Indexes in Milvus Jobs
- Custom Python Jobs
- Create Seldon Core Model Deployment Job
- Delete Collections in Milvus Jobs
- Delete Indexes in Milvus Jobs
- Delete Seldon Core Model Deployment Job
- Document Clustering Jobs
- Ground Truth Jobs
- Head/Tail Analysis Jobs
- Logistic Regression Classifier Training Jobs (Deprecated)
- Outlier Detection Jobs
- Parallel Bulk Loader
- Phrase Extraction Jobs
- Smart Answers Coldstart Training
- Smart Answers Supervised Training
- Query-to-Query Collaborative Similarity Job (Deprecated)
- Query-to-Query Session-Based Similarity Job (Experimental)
- Random Forest Classifier Training Jobs (Deprecated)
- Ranking Metrics Jobs
- Smart Answers Evaluate Pipeline Jobs
- SQL Aggregation Jobs
- Synonym Detection Jobs
- Token and Phrase Spell Correction Job
- Trending Recommender Job
- Word2Vec Model Training Jobs (Deprecated)
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Query Pipeline Stages
- Analytics Catalog Stage
- Apply Rules Stage
- Boost Documents Stage
- Boost with Signals Stage
- Compute Mathematical Expression
- Escape Query
- Experiment Stage
- Filter Stop Words Query Stage
- Learning to Rank Stage
- Machine Learning Stage
- Machine Learning (Responses) Stage
- Milvus Ensemble Query Stage
- Milvus Query Stage
- Milvus Response Update Stage
- Modify Response with Rules Stage
- NLP Annotator Query Stage (Deprecated)
- Parameterized Boosting Stage
- Query-Document Vectors Distance Query Stage
- Recommend Items for Item Stage
- Recommend Items for User Stage
- Recommend Similar Queries Stage
- Response Document Exclusion Stage
- Response Pairwise Swap Stage
- Response Shuffle Stage
- Response Document Field Redaction Stage
- Result Document Field Sorting Query Stage
- Rewrite Pagination Parameters for Reranking
- Solr MoreLikeThis Stage
- Text Tagger Stage
- Query Rewriting
- Smart Answers
- Licensing
-
Release Notes
- 5.3.2 Release Notes
- 5.3.1 Release Notes
- 5.3.0 Release Notes
- 5.2.1 Release Notes
- 5.2.0 Release Notes
- 5.1.4 Release Notes
- 5.1.3 Release Notes
- 5.1.2 Release Notes
- 5.1.1 Release Notes
- 5.1.0 Release Notes
- 5.0.2 Release Notes
- 5.0.0 Release Notes
- 4.2.6 Release Notes
- 4.2.5 Release Notes
- 4.2.2 Release Notes
- 4.2.1 Release Notes
- 4.2.0 Release Notes
- 4.1.2 Release Notes
- 4.1.1 Release Notes
- 4.1.0 Release Notes
- 4.0.2 Release Notes
- 4.0.1 Release Notes
- 4.0.0 Release Notes
Matrix Decomposition-Based Query-Query Similarity Jobs
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