Distributed Algorithms On Spark

This project implement some popular algorithms on spark.You can read the papers of them to see their details.

Currently it support the following algorithms and I will add some other algorithms in the future.

• Distributed KNN
• Down Sampling
• Over Sampling
• Affinity Propagation
• Distributed t-SNE
• Factorization Machines
• Multi-view Machines
• Block Structures Factorization Machines
• Timeseries models
• DBSCAN

This project support spark 2.x

reference

• https://github.com/viirya/SparkAffinityPropagation
• https://github.com/saurfang/spark-tsne
• https://github.com/cloudml/zen
• https://github.com/sryza/spark-timeseries
• https://github.com/irvingc/dbscan-on-spark
• http://mlwiki.org/index.php/Metric_Trees