Sotera / distributed-graph-analyticsLinks
Distributed Graph Analytics (DGA) is a compendium of graph analytics written for Bulk-Synchronous-Parallel (BSP) processing frameworks such as Giraph and GraphX. The analytics included are High Betweenness Set Extraction, Weakly Connected Components, Page Rank, Leaf Compression, and Louvain Modularity.
☆176Updated 6 years ago
Alternatives and similar repositories for distributed-graph-analytics
Users that are interested in distributed-graph-analytics are comparing it to the libraries listed below
Sorting:
- Spark / graphX implementation of the distributed louvain modularity algorithm☆318Updated 5 years ago
- A GraphX implementation of Louvain method for community detection. This project also showcases the fact that you don't need to setup a cl…☆38Updated 7 years ago
- Former GraphX development repository. GraphX has been merged into Apache Spark; please submit pull requests there.☆359Updated 3 years ago
- SparklingGraph provides easy to use set of features that will give you ability to proces large scala graphs using Spark and GraphX.☆152Updated 5 years ago
- k Betweenness Centrality algorithm for Spark using GraphX☆55Updated 8 years ago
- An implementation of DBSCAN runing on top of Apache Spark☆182Updated 7 years ago
- ☆79Updated 7 years ago
- GraphChi's Java version☆237Updated 2 years ago
- spark graphx 的原理及相关操作的源码解析☆215Updated 9 years ago
- DBSCAN clustering algorithm on top of Apache Spark☆265Updated 7 years ago
- Large-scale ML & graph analytics on Giraph☆79Updated 9 years ago
- Random Walk (Personalized PageRank) Algorithms for Large Graphs☆73Updated 9 years ago
- A Distributed Matrix Operations Library Built on Top of Spark☆107Updated 8 years ago
- A scalable nearest neighbor search library in Apache Spark☆263Updated 6 years ago
- Java library and command-line application for converting Apache Spark ML pipelines to PMML☆269Updated 3 weeks ago
- Locality Sensitive Hashing for Apache Spark☆87Updated 3 years ago
- Glint: High performance scala parameter server☆169Updated 7 years ago
- Community Detection and Compression Analytic for Big Graph Data☆37Updated 11 years ago
- Stream Data Mining Library for Spark Streaming☆496Updated 2 years ago
- Spark algorithms for building k-nn graphs☆41Updated 7 years ago
- Spark-based approximate nearest neighbor search using locality-sensitive hashing☆104Updated 9 years ago
- Zen aims to provide the largest scale and the most efficient machine learning platform on top of Spark, including but not limited to logi…☆169Updated 7 years ago
- An implementation of label propagation from the paper "Learning from labeled and unlabeled data with label propagation"☆20Updated 9 years ago
- A SimRank algorithm implementation using Spark☆48Updated 11 years ago
- Item and User-based KNN recommendation algorithms using PySpark☆125Updated 8 years ago
- An implement of Factorization Machines (LibFM)☆250Updated 7 years ago
- An implementation of the multi-class/multi-label classifier, of which the training is carried out using AdaBoost.MH on Apache Spark.☆108Updated 11 years ago
- Distributed Temporal Graph Analytics with Apache Flink☆250Updated this week
- util for janusgraph to import data and so on/Janusgraph 导数据等工具☆76Updated 5 years ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 6 years ago