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83 search results found

Awesome Nlp ⭐ 15,935

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

Texthero ⭐ 2,773

Text preprocessing, representation and visualization from zero to hero.

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Nlp Roadmap ⭐ 1,618

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

Datasciencer ⭐ 1,497

a curated list of R tutorials for Data Science, NLP and Machine Learning

Awesome Text Summarization ⭐ 1,314

A curated list of resources dedicated to text summarization

Nlp In Practice ⭐ 861

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

Listed Company News Crawl And Text Analysis ⭐ 689

从新浪财经、每经网、金融界、中国证券网、证券时报网上，爬取上市公司（个股）的历史新闻文本数据进行文本

Bigartm ⭐ 537

Fast topic modeling platform

Text_mining_resources ⭐ 511

Resources for learning about Text Mining and Natural Language Processing

Pyshorttextcategorization ⭐ 466

Various Algorithms for Short Text Mining

RMDL: Random Multimodel Deep Learning for Classification

2018 Machinelearning Lectures Esa ⭐ 324

Machine Learning Lectures at the European Space Agency (ESA) in 2018

Artificial Adversary ⭐ 317

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

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

🏥 Medical Text Mining and Information Extraction with spaCy

Gwu_data_mining ⭐ 228

Materials for GWU DNSC 6279 and DNSC 6290.

Analytic platform for real-time large-scale streams containing structured and unstructured data.

Blueprints Text ⭐ 198

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

Shallowlearn ⭐ 196

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Converse ⭐ 147

Conversational text Analysis using various NLP techniques

Huspacy ⭐ 145

HuSpaCy: industrial-strength Hungarian natural language processing

Textfeatures ⭐ 143

👷‍♂️ A simple package for extracting useful features from character objects 👷‍♀️

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

Sparselsh ⭐ 128

A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.

Extractnet ⭐ 118

A fork of Dragnet that also extract author, headline, date, keywords from context, as well as built in metadata extraction all in one package

Text_predictor ⭐ 99

Char-level RNN LSTM text generator📄.

Lda Topic Modeling ⭐ 78

A PureScript, browser-based implementation of LDA topic modeling.

Awesome Python Machine Learning Resources ⭐ 77

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

A keyphrase extractor for Persian

Hands On Python Natural Language Processing ⭐ 65

BERT, LDA, and TFIDF based keyword extraction in Python

A Python library for topic modeling and visualization

Sedtwik Event Detection From Tweets ⭐ 55

Segmentation based event detection from Tweets. Published at NAACL SRW 2019

Emnlp 2023 Papers ⭐ 54

EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural language processing. Stay updated on the latest in machine learning, deep learning, and natural language processing with code included. ⭐ support NLP!

Snorkeling ⭐ 51

Extracting biomedical relationships from literature with Snorkel 🏊

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

Horus Ner ⭐ 47

HORUS: A framework to boost NLP tasks

Iranian Developers In Telegram ⭐ 44

Curated List of Persian Groups and Channels for Iranian Developers in Telegram

Password_cracker ⭐ 44

Char-level RNN LSTM password cracker 🔑🔓.

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

Python Dandelion Eu ⭐ 35

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

Text Analysis ⭐ 32

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

DocWire SDK: Award-winning modern data processing in C++20. SourceForge Community Choice & Microsoft support. AI-driven processing. Supports nearly 100 data formats, including email boxes and OCR. Boost efficiency in text extraction, web data extraction, data mining, document analysis. Offline processing is possible for security and confidentiality

Blue Brain text mining toolbox for semantic search and structured information extraction

Text Clf Baselines ⭐ 24

WideMLP for Text Classification

Rosette Elasticsearch Plugin ⭐ 24

Document Enrichment plugin for Elasticsearch

Text Mining With Machine Learning And Python ⭐ 22

Text Mining with Machine Learning and Python [Video], Published by Packt

Deep Learning Notes ⭐ 19

Notes for Deep Learning Papers

Bagofconcepts ⭐ 19

Python implementation of bag-of-concepts

Restaurant Finder Featurereviews ⭐ 19

Build a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).

Fake News Detection Liar Pytorch ⭐ 19

Fake News Detection by Learning Convolution Filters through Contextualized Attention

Ipo Miner ⭐ 19

IPO Investment via Text Mining.

Textdatasetcleaner ⭐ 18

Настраиваемый пайплайн для очистки текстовых датасетов от мусора

Recommendation engine framework based on Wikipedia data

Vulnerabilityclassifier ⭐ 16

Severity scoring and exploit categorisation for vulnerability reports using machine-learning tools.

Hungarian Text Mining Workshop ⭐ 15

Materials for the Text Mining workshop held in the HuNLP meetup, June 2017

Pubmed Best Match ⭐ 15

Machine-learning based pipeline relying on LambdaMART currently used in PubMed for relevance (Best Match) searches

Data Science Notebooks ⭐ 15

Jupyter notebooks, accompanying the FinDS Python repo: contains code examples and results for 30+ financial data science projects

Financial Data Science ⭐ 14

Financial and Investment Data Science: FinDS Python library and examples for applying quantitative and machine learning methods on structured and unstructured financial data sets

Awesome Text Ml ⭐ 14

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

Twitter Sentiment Analyzer ⭐ 13

Twitter Sentiment Analyzer

Aera Workshop ⭐ 13

This workshop introduces participants to the Learning Analytics (LA), and provides a brief overview of LA methodologies, literature, applications, and ethical issues as they relate to STEM education.

Eea.corpus ⭐ 13

Machine Learning and Natural Language Processing of the EEA Corpus via spaCy, Textacy and pyLDAvis and other useful NLP algorithms.

Text Mining ⭐ 12

Clean corpus generic script made with tm package

Linqinfer ⭐ 11

A lightweight and slightly experimental inference library for C# / LINQ

Chronologicalpersianpoetrydataset ⭐ 11

A chronological (up to the century in which the poet has lived) of Persian poetry, extracted from the brilliant Ganjoor database

Data Science Skills Practice ⭐ 11

Rosette API Client Library for Java

Jgtextrank ⭐ 10

jgtextrank: Yet another Python implementation of TextRank

Keyphraseextraction ⭐ 9

Keyphrase Extraction Review

A web-based platform for annotating short-text documents to be used in applied text-mining based research.

Simplechinese ⭐ 9

This package integrates many basic Chinese NLP functions, making Python-based Chinese word processing and information extraction simple and convenient.

Enables creation of complex NLP pipelines in seconds, for processing static files or streaming text, using a set of simple command line tools. Perform multiple operation on text like NER, Sentiment Analysis, Chunking, Language Identification, Q&A, 0-shot Classification and more by executing a single command in the terminal

Author Attribution ⭐ 6

Authorship Attribution in Social Media & Chat Biometrics & Behavioral Biometrics

Summarizer ⭐ 6

Text summarization Python library (in progress)

A tool for annotating texts and building annotation prediction models.

Twitter Sentiment Analysis ⭐ 5

Sentiment Analysis of Lockdown in India During COVID-19:A Case Study on Twitter

Svevo Letters Analysis ⭐ 5

Topic Modeling and Sentiment Analysis on Italo Svevo Epistolary Corpus

Machine Learning Course ⭐ 5

Machine Learning and Deep Learning Course

Text mining tool to retrieve protein-protein interactions from the scientific literature.

Epidemiology Tools ⭐ 5

A list of tools to assist with epidemiology research

An end-to-end event extraction and summarization system.

技术栈在线总结文档，包含编程语言、数据结构与算法、机器学习、数据库等。

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