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text_classification

all kinds of text classificaiton models and more with deep learning

text_fcn

text_multi-class_multi-label_classification

Reuters-21578 multi-class multi-label Classification with Keras

text_nn

Text classification models. Used a submodule for other projects.

text_style_transfer

text_summarization

Python text summarization project for computer science M.Sc.

text_summarization-mmr_and_lexrank

Demonstration of automated summary construction with a) Maximal Marginal Relevance (MMR) as the baseline approach with an aim to reduce redundancy while maintaining query relevance in re-ranking retrieved documents and b) the introduction of sentence salience to identify most important sentences in documents with degree-based approach called LexRank to compute centrality using the similarity graphs.

text_summarization_with_tensorflow

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

text_summarizer

Applied attention on Sequence to Sequence model for the task of Text Summarizer using Tensorflow's raw_rnn. here, I haven't used Tensorflow's inbuilt seq2seq function. The reason behind is to apply attention mechanism manually.

text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using google colab

textmining-1

supervised classification (implement feature generation: bag of words, TF-IDF)

textpipeliner

Python library for advanced text mining

textrank

TextRank implementation for Python 3.

textrank-1

Python implementation of TextRank algorithm (https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf) for automatic keyword extraction and summarization using Levenshtein distance as relation between text units.

textsegmentation

Enrich documents with social fees. The code is adapted from Xu Chen's code.

textsentimentclassification

TextSentimentClassification, using tensorflow.

textsne

2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point

textspotter

textsum

Preparing a dataset for TensorFlow text summarization (TextSum) model.

textsum_data_generation

Generating Dataset for Google's Text Summarization Code

textsummarization

Simple text LexRank text summarization in python

textsummarization-1

Text Summarization in Pytorch The aim of this project is to build a text summarizer that summarize Amazon Reviews.

textsummarize

Summarizes the given text using Lex Rank algorithm.

textsummarizer

Automatic Text Summarization of a Single document

texttiling

Implementation of the TextTiling algorithm for CS187

textualreconstructor

Training autoencoders to reconstruct text to generate valuable summarizations of sentences or paragraphs

texture_nets

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

texture_stats

Calculates and compares perceptual sound texture statistics

textvae

Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."

textvec

Text vectorization tool to outperform TFIDF for classification tasks