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text

Data loaders and abstractions for text and NLP

text-analytics-service-example

Deploy sentiment analysis using Flask

text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

text-classification

text-classification-1

Implementation of papers for text classification task on DBpedia

text-classification-2

An example on how to train supervised classifiers for multi-label text classification using sklearn pipelines

text-cluster

Offline and online (i.e., real-time) annotated clustering methods for text data.

text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

text-generation

Testing out various machine learning models for generative text capabilities.

text-generation-pytorch

Text generation experiments using PyTorch

text-summarization

Text Summarization with Gensim

text-summarizer

Understand Text Summarization and create your own summarizer in python

text-to-image

Generative Adversarial Text to Image Synthesis / Please Star -->

text-wgan

Improved Training of Wasserstein GANs for Text Generation

text-world-player

Framework and model code for the paper "Language Understanding for Text-based Games using Deep Reinforcement Learning", EMNLP 2015

text2image

Generating Images from Captions with Attention

text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

textacy

NLP, before and after spaCy

textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

textcategorization

:zap: Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.

textclassification_cnn_rnn

Text Classification CNN RNN

textgan

Improving text generation with adversarial objectives

textgan--austinstoneprojects

A generative adversarial network for text generation, written in TensorFlow.

textgen

a text generator written in python. Because I can't find any good ones.

textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

textkbqa

textmap

Tools for word and document embedding using UMAP

textrank

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.

texts

assorted text data

textscrambler

Scramble texts, as in http://www.snopes.com/language/apocryph/cambridge.asp