468 Open source projects that are alternatives of or similar to DaDengAndHisPython

Awesome-Text-Classification Projects,Papers,Tutorial .

BERT, LDA, and TFIDF based keyword extraction in Python

Resources for learning about Text Mining and Natural Language Processing

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

Fake News Detection in Python

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

Language, Knowledge, Cognition

Repository with all what is necessary for sentiment analysis and related areas

A Modern C++ Data Sciences Toolkit

Repo for Applied Text Mining in Python (coursera) by University of Michigan

Text Classification by Convolutional Neural Network in Keras

Natural language detection library for Rust. Try demo online: https://www.greyblake.com/whatlang/

Text vectorization tool to outperform TFIDF for classification tasks

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.

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.

🍊 📄 Text Mining add-on for Orange3

Quantitative Discourse Analysis Package: Bridging the gap between qualitative data and quantitative analysis

HDLTex: Hierarchical Deep Learning for Text Classification

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

RMDL: Random Multimodel Deep Learning for Classification

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)

List of textual data sources to be used for text mining in R

Text Mining in Python

Weaving analytical stories from text data

Easy, fast clustering of texts

Korpuslinguistik war noch nie so einfach...

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI

The Text Mining Elixir

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

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

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

📖 Sacred texts in R

Library for fast text representation and extreme classification.

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.

TEANAPS 라이브러리를 활용한 자연어 처리와 텍스트 분석 방법론에 대해 다룹니다.

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

Text Similarity Applied to resume, to compare Resumes with Job Descriptions and create a score to rank them. Similar to an ATS.

Summary of my projects on kaggle

Strips boilerplate from Project Gutenberg text files

Website, documentation and examples for RiTa

A Python implementation of a binary text classifier using Doc2Vec and SVM

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

Official Java client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Java apps.

Repository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".

Vietnamese Text Classification

Working with the Yelp Dataset in Azure SQL and SQL Server

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

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).

Notebooks for teaching Named Entity Recognition at the Cultural Heritage Data School, run by Cambridge Digital Humanities

Building a text classifier with extremely small datasets

[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

🔬 Очистка датасетов от мусора (нормализация, препроцессинг)

TextDigester: document summarization java library

Projects & Libraries related to Quran & Arabic Language

Minimally Supervised Categorization of Text with Metadata (SIGIR'20)

The missing SVM-based text classification module implementing HanLP's interface

分别使用rnn/cnn/rcnn来实现根据患者描述，进行疾病诊断

A ready to go text classification trainer based on synaptic (https://github.com/cazala/synaptic)

Python for Text Classification with Machine Learning in Python 3.6.