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Data Science Popular Algorithms ⭐ 101

Data Science algorithms and topics that you must know. (Newly Designed) Recommender Systems, Decision Trees, K-Means, LDA, RFM-Segmentation, XGBoost in Python, R, and Scala.

Spectrallda Tensorspark ⭐ 101

Quick summary: This code implements a spectral (third order tensor decomposition) learning method for learning LDA topic model on Spark.

Reactivelda ⭐ 62

ReactiveLDA is a fast, lightweight implementation of the Latent Dirichlet Allocation (LDA) algorithm, using a parallel vanilla Gibbs sampling algorithm.

Ckoocnlp ⭐ 41

爬虫与机器学习

Sarah Palin Lda ⭐ 33

Topic Modeling the Sarah Palin emails.

Glintlda ⭐ 30

Scalable Distributed LDA implementation for Spark & Glint

Topic Modeling with LDA in Scala and Spark

Spark Lda Example ⭐ 22

A simple Spark LDA example. to demonstrate a full fletched clustering algorithm, with data cleaning using the processess like lemmatization , stemming etc.

Onlinelda_spark ⭐ 16

Online LDA based on Spark

Spectrallda Spark ⭐ 15

Tensor-based Spectral LDA on Spark

Template Scala Topic Model Lda ⭐ 12

A PredictionIO engine template using Latent Dirichlet Allocation to learn a topic model from raw text

Naturallanguageprocessing_spark ⭐ 9

Natural Language Processing algorithm including TextClassification, sentiment analysis, TextRank, LDA and so on

Spark Text ⭐ 8

Text mining Japanese text with spark

Template Scala Topic Model Lda ⭐ 6

Scalaldavis ⭐ 6

Scala-Spark port of https://github.com/bmabey/pyLDAvis for Apache Spark LDA Topic Modelling Visualisation

Mammoth: Web-scale topic modelling for the ClueWeb dataset

News Trending ⭐ 5

Finding trends in news article with Spark (MLLIB, LDA), Spark-Solr, Solr

Ldaonspark ⭐ 5

High efficiency inference for LDA

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