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108 search results found

Text Analytics With Python ⭐ 1,073

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.

Obsei ⭐ 1,020

Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .

Open Semantic Search ⭐ 741

Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, search user interface & search apps for fulltext search, faceted search & knowledge graph)

Homer, a text analyser in Python, can help make your text more clear, simple and useful for your readers.

Graphbrain ⭐ 551

Language, Knowledge, Cognition

Jekyll-based static site for The Programming Historian

Python For Text Analysis ⭐ 410

If you want to use Python for text analysis, this course is for you!

Python Course ⭐ 369

Tutorial and introduction into programming with Python for the humanities and social sciences

Code for Applied Text Analysis with Python

Pykospacing ⭐ 348

Automatic Korean word spacing with Python

Artificial Adversary ⭐ 317

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Textpipe ⭐ 290

Textpipe: clean and extract metadata from text

Textnets ⭐ 270

Text analysis with networks.

Wikitextparser ⭐ 256

A Python library to parse MediaWiki WikiText

Fake_news_detection ⭐ 251

Fake News Detection in Python

Shifterator ⭐ 247

Interpretable data visualizations for understanding how texts differ at the word level

Blueprints Text ⭐ 198

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

Textvec ⭐ 190

Text vectorization tool to outperform TFIDF for classification tasks

Stanza Old ⭐ 141

Stanford NLP group's shared Python tools.

Padatious ⭐ 132

A neural network intent parser

Support Tickets Classification ⭐ 128

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

Orange3 Text ⭐ 120

🍊 📄 Text Mining add-on for Orange3

Text Matcher ⭐ 108

A simple text reuse detection CLI tool.

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Matlab With Python ⭐ 86

Files demonstrating MATLAB and Python interoperability

Библиотека для извлечения статистик из текстов на русском языке.

[BEA @ ACL 2023] General-purpose tool for linguistic features extraction; Tested on readability assessment, essay scoring, fake news detection, hate speech detection, etc.

Wordhoard ⭐ 81

This Python module can be used to obtain antonyms, synonyms, hypernyms, hyponyms, homophones and definitions.

Chinesetextanalysisresouce ⭐ 78

中文文本分析相关资源汇总

Summarization ⭐ 70

A sequence to sequence model for abstractive text summarization

Llm Prompt Library ⭐ 66

Advanced Code and Text Manipulation Prompts for Various LLMs. Suitable for GPT-4, Claude, Llama2, Falcon, Bard, and other high-performing open-source LLMs.

Almost state of art text generation library

BERT, LDA, and TFIDF based keyword extraction in Python

Occupationcoder ⭐ 56

Given a job title and job description, the algorithm assigns a standard occupational classification (SOC) code to the job.

Taguette ⭐ 56

Free and open source qualitative research tool -- MIRROR OF GITLAB REPOSITORY

Genderizer ⭐ 53

Genderizer is a language independent module which tries to detect gender by looking given first names and/or analyzing sample texts.

Dadengandhispython ⭐ 51

【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384 Python网络爬虫快速入门https://www.bilibili.com/video/av720 我的联系邮箱[email protected]

Quantitative Text Analysis for the digitale Geisteswissenschaften

Linkedin Scraper ⭐ 42

Module for scraping LinkedIn profile contents

Slinky, a high-performance web crawler / text analytics in Python, Redis, Hadoop, R, Gephi

Rosette API Client Library for Python

Gendergaptracker ⭐ 36

Scrape news articles and analyze them using NLP to quantify the gender gap in Canadian mainstream media

Text_analytics ⭐ 36

Basic text analytics and natural language processing in Python

Text Analytics W Python 2e ⭐ 36

Source Code for 'Text Analytics with Python,' 2nd Edition by Dipanjan Sarkar

Python Dandelion Eu ⭐ 35

A python client for connecting to all the services provided by https://dandelion.eu

Oneai Python ⭐ 35

Python SDK for One AI APIs. One AI is an NLP-as-a-service platform. Our APIs enables language comprehension in context, transforming texts from any source into structured data to use in code.

Chapterize ⭐ 34

A simple tool for splitting up an ebook into its chapters. Works well with Project Gutenberg texts. May also be used to clean up books for computational text analysis.

Align Linguistic Alignment ⭐ 33

Python library for extracting quantitative, reproducible metrics of multi-level alignment between two speakers in naturalistic language corpora.

Text Analytics W Python ⭐ 33

Source code for 'Text Analytics with Python' by Dipanjan Sarkar

Py Lingualytics ⭐ 32

A text analytics library with support for codemixed data

Terminology EXtraction and Text Analytics (TEXTA) Toolkit

Text Analysis ⭐ 32

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

Tool for performing basic text analysis on the CBETA corpus

Command line tool for manipulating and analyzing text

Eventforecast ⭐ 25

Time series prediction and text analysis using Keras LSTM, plus clustering, association rules mining

Deeplearning And Nlp ⭐ 24

Deep Learning notes and practical implementation with Tensorflow and keras. Text Analytics and practical application implementation with NLTK, Spacy and Gensim.

Text Summarization Using Nlp ⭐ 23

Text Summarization using NLP to fetch BBC News Article and summarize its text and also it includes custom article Summarization

Introduction To Text Analysis ⭐ 22

Occupationcoder ⭐ 21

Given a job title and job description, the algorithm assigns a standard occupational classification (SOC) code to the job.

Citation_map ⭐ 21

Create a Gephi Citation Graph based on Text Analysis of PDFs from Zotero

Aci Logicapps Integration ⭐ 21

Learn how to use Azure Container Instances with Logic Apps to deploy containers in an event-driven way.

Schrutepy ⭐ 20

The Entire Transcript from the Office in Tidy Format

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

Fake News Detection Liar Pytorch ⭐ 19

Fake News Detection by Learning Convolution Filters through Contextualized Attention

Visualization ⭐ 18

Text visualization tools

Textdatasetcleaner ⭐ 18

Настраиваемый пайплайн для очистки текстовых датасетов от мусора

Giveme5w ⭐ 15

Extraction of the five journalistic W-questions (5W) from news articles

NLPiper is a package that agglomerates different NLP tools and applies their transformations in the target document.

Trunajod2.0 ⭐ 14

An easy-to-use library to extract indices from texts.

Awesome Text Ml ⭐ 14

A curated list of ML awesome frameworks & libraries for text data

Cheapmarkovstracedquick ⭐ 13

Use Markov chain generators in Tracery/cheapbotsdonequick bots

Redditscore ⭐ 13

Package for performing Reddit-based text analysis

Python Text Analysis ⭐ 13

D-Lab's 12 hour introduction to text analysis with Python. Learn how to perform bag-of-words, sentiment analysis, topic modeling, word embeddings, and more, using scikit-learn, NLTK, Gensim, and spaCy in Python.

Hidden Markov Model For Nlp ⭐ 13

This is about spam classification using HMM model in python language

📓 A copy of John Wiseman's Regressive Imagery Dictionary

DHLAB is a library of python modules for accessing text and pictures at the National Library of Norway.

🚀 Tokenize and clean strings in Python

Aylien_newsapi_python ⭐ 12

AYLIEN's officially supported Python client library for accessing News API

Text Analysis ⭐ 12

Weaving analytical stories from text data

Bookwormapi ⭐ 12

An API implementing a grammar for text analysis

Python implementation of the Zeta score for contrastive text analysis

uncover old chinese textual parallels based on sound

Split Markdown4gpt ⭐ 11

A Python tool for splitting large Markdown files into smaller sections based on a specified token limit. This is particularly useful for processing large Markdown files with GPT models, as it allows the models to handle the data in manageable chunks.

Text Classification ⭐ 11

Text Classification engine using several algorithms in machine learning

Legalst 190 ⭐ 11

Data, Prediction, and Law

Sec Utils ⭐ 11

Securities and Exchange Commission utility package for dealing with Edgar database. Includes methods to download index files and SEC files in a systematic way.

Mint Youtube ⭐ 11

Comment analytics tool for YouTube videos

Sentimentanalysis ⭐ 10

Implemented text analysis using machine learning models to classify movie review sentiments as positive or negative. Built using Python 3.6.1.

Jgtextrank ⭐ 10

jgtextrank: Yet another Python implementation of TextRank

Gensim Lsi Word Similarities ⭐ 10

Generate word-word similarities from Gensim's latent semantic indexing (Python)

Wordview ⭐ 10

A Python package for Exploratory Data Analysis (EDA) for text-based data.

Text_analytics ⭐ 10

Different APIs for text analytics and SEMANTIC ANALYSIS using machine learning

Suicide Detection ⭐ 10

Suicide Detection from different languages using Python

Comperio Text Analytics ⭐ 9

Wordcloud In Plotly ⭐ 9

Interactive wordcloud

Russian_subtitles_dataset ⭐ 9

Preprocessing of the dataset of 347 subtitles for the TV series (thanks to Taiga Corpus) to build a word2vec model, JamSpell model, neural network training, chat bot training or in any other NLP task.

Python Text Analysis ⭐ 9

Text Analysis with Python

Napkin Text Analysis ⭐ 8

Napkin is a simple tool to produce statistical analysis of a text

Xrhetor R1a ⭐ 8

Module for The Craft of Writing

Data Science Portfolio ⭐ 8

Portfolio including my data science projects for academic, self-learning, and hobby.

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