iamdank

Enron2mbox

Converting the Enron email collection to mbox format

Topic-modelling-using-LDA

The Enron database is analysed using Latent Dirichlet allocation.

EnronTopicModelling

Topic Modelling the Enron Emails

enron-nlp-mining

Text analysis on Enron emails data

TopicModelComparison

Scripts and codes for replicating experiments published in Exploring Topic Coherence over many models and many topics

topics

wayward

Wayward is a Python package that helps to identify characteristic terms from single documents or groups of documents. It can be used for keyword extraction and several related tasks, and can create efficient sparse representations for classifiers. It was originally created to provide term weights for word clouds.

Doc2Map

Transform a corpus of text documents (any kind) into a map with different zoom levels and topics names to summarise sub corpus of similar docs.

financial-news-data

Construct a structured DataFrame from the Reuters news corpus

mailinator-box

📬 Stream public mailinator emails .

disposable-emails.github.io

The complete list of disposable email domains

topic-modeling-textPrep

text preprocessing library for topic models

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

Collab-Rdp

Use google Collab as a temporary server, with an rdp.

OCTIS

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

harry_potter_nlp

Harry Potter and the Allocation of Dirichlet

Medium-Articles-Notebooks

polyleven

Fast Levenshtein Distance Library for Python 3

topic-modelling

Handy Jupyter Notebooks that I use in for Topic Modeling. Including text mining from PDF files, text preprocessing, Latent Dirichlet Allocation (LDA), hyperparameters grid search and Topic Modeling visualiation.

Colab-Hacks

Simple Hacks for Google Colaboratory to boost your productivity and help you to perform daily tasks.

Smart-Literature-Review

This is the repository for the files and documents used in the Smart Literature Review paper from (Boye, Møller, 2019)

T2-Ubuntu

Ubuntu for T2 Macs

mirrors-china

Mirrors and registries in Mainland China

Top2Vec-Demo

Demo on Top2Vec to generate topics using BERT model

Chapter-18-Topic-Modeling

Chapter 18: Topic Modeling

ToModAPI

Train, evaluate, and use different unsupervised topic modelling algorithms using a RESTful API.

topic-model-tutorial

Tutorial on topic models in Python with scikit-learn

brigadier

Fetch and install Boot Camp ESDs with ease.

Sifter

Indexed search and clustering tool for digital forensics

open-semantic-search

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)