220 Open source projects that are alternatives of or similar to Ldavis

Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt

Various Algorithms for Short Text Mining

Fast topic modeling platform

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

A practical guide to topic mining and interactive visualizations

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

BERT, LDA, and TFIDF based keyword extraction in Python

Beautiful visualizations of how language differs among document types.

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

[KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding

Conversational text Analysis using various NLP techniques

Weaving analytical stories from text data

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

Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019

Resources for learning about Text Mining and Natural Language Processing

R package to Embed All the Things! using StarSpace

LDA topic modeling for node.js

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.

The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"

A python package to run contextualized topic modeling. CTMs combine BERT with topic models to get coherent topics. Also supports multilingual tasks. Cross-lingual Zero-shot model published at EACL 2021.

Text summarization starting from scratch.

Sentence Similarity Estimator (SenSim)

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

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

TextDigester: document summarization java library

【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384851 Python网络爬虫快速入门https://www.bilibili.com/video/av72010301, 我的联系邮箱[email protected]

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

🎓 Open knowledge mining and graph builder

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

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

Pipeline for training LSA models using Scikit-Learn.

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

semi supervised guided topic model with custom guidedLDA

Tools for fast text stemming & lemmatization

Just a crawler based on tg-cli for Telegram. Deprecated by now, please use telegram-export.

TEANAPS 라이브러리를 활용한 자연어 처리와 텍스트 분석 방법론에 대해 다룹니다.

Language, Knowledge, Cognition

Extracting biomedical relationships from literature with Snorkel 🏊

IPO Investment via Text Mining.

Make a DocumentTermMatrix faster

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

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

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)

R client for the PLoS Journals API

A simple Shiny App for Topic Modeling in R

📖 Sacred texts in R

Strips boilerplate from Project Gutenberg text files

Repo for my talk at the PyData Berlin 2017 conference

Twitter Trends is a web-based application that automatically detects and analyzes emerging topics in real time through hashtags and user mentions in tweets. Twitter being the major microblogging service is a reliable source for trends detection. The project involved extracting live streaming tweets, processing them to find top hashtags and user …

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

extract text from any document. no muss. no fuss.

A Python Bot for Scraping Conversations from Twitter

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).

🔬 Очистка датасетов от мусора (нормализация, препроцессинг)

Projects & Libraries related to Quran & Arabic Language

RMDL: Random Multimodel Deep Learning for Classification

Tree-based Autofolding Software Summarization Algorithm

中文复合事件抽取，能识别文本的模式，包括条件事件、顺承事件、反转事件等，可以用于文本逻辑性分析。

Lectures in Urban Data Science Lab, Seoul