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atr

Automatic Term Recognition

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

ctpr

cTPR is the implementation of "content-ssensitive Topical PageRank" algorithm.

genderpredictor

Predicts gender based on name

gensim

Topic Modelling for Humans

gklda

Code for the CIKM 2013 paper "Discovering Coherent Topics Using General Knowledge"

kea

KEA - Keyphrase Extraction Algorithm

kea-service

KEA 5.0 (keyphrase extraction software), modified to be an XML-RPC service

keyword-extraction

keyword-generator

Command-line tool to extract relevant keywords from a corpus using topic modelling or tf-idf scores.

keywordextraction

Keyword Extraction in Java,including TextRank,TF-IDF and the combination of both algorithms

keywordfinder

Automatic keyword extraction - no alchemy required!

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

lda-1

Latent Dirichlet Allocation for Topic Modelling

lda-2

(Old! Deprecated!) topic modeling in Python.

lda2vec

marketing-analytics-with-r

Foundations of Marketing Analytics - ESSEC Business school via Coursera.org. Customer segmentation and clustering

maui-standalone

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

nbsvm

Naive Bayes SVM for Sentiment Analysis

nlp-keyword-extraction-ensemble-method

This script uses an ensemble of multiple methods: RAKE, TF-IDF and Automatic Keyword Extraction to obtain top keywords in Reddit posts. Providing an approximation of the trending topics and words in a given link.

pagerank_pyspark

Contains the code and notes for the the algorithms namely Page Rank, Topic Sensitive Page Rank and HITS in Python using Spark Framework(PySpark)

paperwork

Personal document manager (Linux/Windows)

pke

Python Keyphrase Extraction module

products.zcatalog

Zope's indexing and search solution.

python-naive-bayes

Naive Bayes in Python

rake

A python implementation of the Rapid Automatic Keyword Extraction

rake-nltk

Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.

rnn-from-scratch

Implementing Recurrent Neural Network from Scratch

seopy

(Abandonware) SEO tools, Python style. Check keyword competition, PageRank, etc.