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46 search results found

Easyml ⭐ 1,966

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

Data Algorithms Book ⭐ 973

MapReduce, Spark, Java, and Scala for Data Algorithms Book

Pyspark Tutorial ⭐ 959

PySpark-Tutorial provides basic algorithms using PySpark

Machinelearning ⭐ 684

Machine learning resources，including algorithm, paper, dataset, example and so on.

Hnswlib ⭐ 233

Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs

Spark_dbscan ⭐ 215

DBSCAN clustering algorithm on top of Apache Spark

DistML provide a supplement to mllib to support model-parallel on Spark

Data Algorithms With Spark ⭐ 151

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

Dbscan On Spark ⭐ 146

An implementation of DBSCAN runing on top of Apache Spark

Big Data Mapreduce Course ⭐ 135

Big Data Modeling, MapReduce, Spark, PySpark @ Santa Clara University

Scala Samples ⭐ 125

There are pieces of scala code that explain Scala syntax and related things - like what you can do with all this

Java_learning_practice ⭐ 118

java 进阶之路：面试高频算法、akka、多线程、NIO、Netty、SpringBoot、Spark&&F 等

Clustering4ever ⭐ 109

C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.

Spark By Example ⭐ 108

SPARK by Example is an adaptation of ACSL by Example for SPARK 2014, a programming language which is a formally verified subset of Ada

Spark Recommender ⭐ 102

Scalable recommendation system written in Scala using the Apache Spark framework

Scispark ⭐ 83

Scientific Spark - a NASA AIST14 project

Spark On Angel, arming Spark with a powerful Parameter Server, which enable Spark to train very big models

Lpa Detector ⭐ 65

Optimize and improve the Label propagation algorithm

Spark Ml Inventory ⭐ 62

A curated inventory of machine learning methods available on the Apache Spark platform, both in official and third party libraries.

Analyze the structure and dynamics of an open source project's developer community, using graph algorithms, etc.

Learning ⭐ 57

Walkthrough notebooks for Deep Learning, Machine Learning, Reinforcement Learning, Spark, Statistics, Algorithms, Scala, Python

Connected Component ⭐ 52

Map Reduce Implementation of Connected Component on Apache Spark

Spark Stringmetric ⭐ 50

Spark functions to run popular phonetic and string matching algorithms

Sparseml ⭐ 48

Spark MLlib code optimized to efficiently support sparse data

Spark Vlbfgs ⭐ 45

Vector-free L-BFGS implementation for Spark MLlib

Python Spark ⭐ 44

An Earley-Algorithm Context-free grammar Parser Toolkit

Sparkpinkmst ⭐ 43

Yuzhouwan ⭐ 42

Code Library for My Blog

Spark Of Life ⭐ 38

Example of running a Genetic Algorithm (Travelling Salesman) on Apache Spark

Spark Apriori ⭐ 36

Implementation of the Apriori algorithm using Spark.

Jmetalsp ⭐ 35

A framework for Big Data Optimization with multi-objective metaheuristics

基于hdfs spark的视频非结构化数据计算

Rp Dbscan ⭐ 33

Pyspark Algorithms ⭐ 33

PySpark Algorithms Book: https://www.amazon.com/dp/B07X4B2218/ref=sr_1_2

Libkeccak ⭐ 31

SHA-3 and other Keccak related algorithms in SPARK/Ada.

Spark Knn Graphs ⭐ 31

Spark algorithms for building k-nn graphs

Spark Stemming ⭐ 29

Spark MLlib wrapper for the Snowball framework

Algorithmsonspark ⭐ 27

Some popular algorithms(dbscan,knn,fm etc.) on spark

Sparkalgorithms ⭐ 26

Additional useful algorithms that can be used with spark.

Pagerank Example Spark2.0 Deep Dive ⭐ 25

Tutorial 101: PageRank Example in Spark 2.0 : Understanding the Algorithm & Spark Implementation Code

K Medoid ⭐ 25

Traj Sim Spark ⭐ 24

Distributed Trajectory Similarity Search Algorithms based on Apache Spark

Entity_resolution_spark ⭐ 23

Collection of some algorithms for entity resolution

Patchwork ⭐ 23

Highly Scalable Grid-Density Clustering Algorithm for Spark MLLib

A library of machine learning algorithms implemented using principles of functional programming.

Graphmod ⭐ 22

Cs_interview ⭐ 22

「Java学习+面试指南」思维导图，计算机自学指南，包括Java基础、JVM、数据库、mysql、r

Admm Spark ⭐ 19

Implementation of ADMM algorithm on Apache Spark

Pythonsparkmlbookclub ⭐ 19

There are Python 2.7 codes and learning notes for Spark 2.1.1

Optimized RAndom Forests

Sparkaffinitypropagation ⭐ 15

Affinity Propagation on Spark

Frequent Itemset Mining Spark ⭐ 14

Sequential and distributed implementations of Apriori and FP-Growth algorithms using Scala and Spark.

Machine Learning ⭐ 14

Examples of all Machine Learning Algorithm in Apache Spark

Graphx Diameter ⭐ 14

A spark package to approximate the diameter of large graphs

Graphx Algorithm ⭐ 13

Graph algorithms implemented in GraphX and Spark styles

Machine Learning Course ⭐ 13

Machine Learning Course @ Santa Clara University

Spark Navigation ⭐ 12

Robot navigation algorithms implemented in SPARK

Sparkml Som ⭐ 12

✨ Spark ML implementation of SOM algorithm (Kohonen self-organizing map)

Infoflow ⭐ 12

An Apache Spark implementation of the InfoMap community detection algorithm

Akka Online ⭐ 11

Online and streaming algorithms with Akka

Spark Ranking Algorithms ⭐ 11

Ranking algorithms for Spark machine learning pipeline

Wikibrain ⭐ 11

Wikipedia graph mining: dynamic structure of collective memory

Spark Tensors ⭐ 10

Temporary repository for implementing tensor factorization algorithms on Apache Spark

Connectedcomponents ⭐ 10

Implementation of Connected Components Algorithm for Spark

Dijkstra Hadoop Spark ⭐ 10

Dijkstra Algorithm - Python Hadoop Streaming and Pyspark

Spark Dbscan ⭐ 9

DBSCAN clustering algorithm implemented in Apache Spark (MapReduce Framework).

Bdp 05 Large Scale Clustering ⭐ 9

BDP 05: CLUSTERING OF LARGE UNLABELED DATASETS OVERVIEW Real world data is frequently unlabeled and can seem completely random. In these sort of situations, unsupervised learning techniques are a great way to find underlying patterns. This project looks at one such algorithm, KMeans clustering, which searches for boundaries separating groups of points based on their differences in some features. The goal of the project is to implement an unsupervised clustering algorithm using a distributed co

Louvain algorithm, community detection, ,scala

Puadapter ⭐ 9

A PU-learning tool on spark

Spark Centrality ⭐ 9

Library for computing centrality for graph nodes

NCG acceleration of ALS computing low rank matrix factorizations for Collaborative Filtering

Biojava Spark ⭐ 9

💥 Algorithms that are built around BioJava and run on Apache Spark

Spark Stochastic Outlier Selection ⭐ 9

Topmine Spark ⭐ 9

Spark Implementation of ToPMine, a novel topic modeling algorithm

Repo for practical data science problems approaches, including notebook demo and working scripts | #DS | #analysis

Hyperspark ⭐ 7

HyperSpark - A framework for running parallel and distributed metaheuristics

Spark_ver_bigdatahw_jiuzhang ⭐ 7

Homework for the Big Data course at Jiuzhang, re-written in Python and Spark!

Svdmovie Lens Parallel Apache Spark ⭐ 7

𝐏𝐚𝐫𝐚𝐥𝐥𝐞𝐥𝐢𝐬𝐞𝐝 𝐢𝐧 𝐉𝐚𝐯𝐚 𝐚𝐧𝐝 𝐀𝐩𝐚𝐜𝐡𝐞 𝐒𝐩𝐚𝐫𝐤 𝐭𝐡𝐞 𝐂 𝐜𝐨𝐝𝐞 𝐟𝐨𝐮𝐧𝐝 𝐢𝐧 𝐭𝐡𝐞 𝐟𝐨𝐥𝐥𝐨𝐰𝐢𝐧𝐠 𝐥𝐢𝐧𝐤:

Spark Optim ⭐ 7

A library of scalable optimization algorithms based on Spark

🤓 Examples Advanced 🧐 Projects Akka 🚀 ZIO ⚡️ Algorithms 😼 Cats

Spark X Means Clustering ⭐ 6

Java implementation of X-Means clustering algorithm on Apache Spark

Benchmark_minhash_lsh ⭐ 6

insight data engineering fellow project

Movie_recommender_system_scala ⭐ 6

Build a movie recommender system using Collaborative Filtering by leveraging Spark in Scala

Data_science_and_engineering_ipython_notebooks ⭐ 6

a collection of examples including, but not limited to, algorithms, general programming, library use, machine learning, data mining, and data visualization

Resources ⭐ 6

Sparkdbscan ⭐ 5

MSBD5001 Big Data Computing Projects -- Algorithm Parallelization. Use PySpark APIs to implement DBSCAN algorithm.

Incognito ⭐ 5

Distributed anonymization algorithms for Apache Spark

Graphx Overlapping Community ⭐ 5

Graphx Overlapping Community Detection

Spark Kmeans ⭐ 5

This project deals with the implementation of k-means for multi-dimensional clustering.

Distributed Smartml ⭐ 5

Spark Algebird ⭐ 5

Spark with probabilistic algortighmts - Bloom filter, HLL, QTree and Count-min sketch

Programming Books ⭐ 5

This is a list of programming books that I have read.

Spark Wordtophrase ⭐ 5

RDD based implementation of word2phrase algorithm for Apache Spark

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