mike-q Goto Github PK

adawhatever

MATLAB implementation of AdaGrad, Adam, Adamax, Adadelta etc.

anserini

Anserini retrieval platform

blda

Joint Behavior-Topic Model for Microblogs

counting-triangles

Counting triangles based on MapReduce framework

datasets2sqlite

Scripts to convert some datasets to SQLite format.

datashader

Turns even the largest data into images, accurately.

deep-learning-gradient-descent-optimization-comparison

Comparison of SGD，Adagrad，Adadelta，Adam，Adamax，Nadam

dunan.github.io

featuretools

An open source python framework for automated feature engineering

graphchi-java

GraphChi's Java version

hadoop-pagerank

PageRank algorithm implementation which make use of the Apache Hadoop framework

hadoop-twitter-pagerank

Hadoop Example - A naive PageRank implementation for Twitter dataset

ldagibbssampling

Open Source Package for Gibbs Sampling of LDA

libsvm

mallet

MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.

mlss-2016

MLSS 2016 material.

mlss-2017

MLSS 2017: Tutorial on Social Network Analysis

morpha

Morpha lex stemmer converted using jflex.

mr.lda

Scalable Topic Modeling using Variational Inference in MapReduce

netrate

Netrate Matlab/CVX

nlpforumpostote

Code for extraction of opinions, targets and relations from online discussion posts, include opinion mining and probabilistic matrix factorization (pmf).

opendata

Datasets opened by Klout

opennlp

Mirror of Apache OpenNLP

topic_interpretability

Computation of the semantic interpretability of topics produced by topic models.

twitter-lda

Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)

twitter-sentiment-analysis

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.