Wandora is a general purpose information extraction, management and publishing application based on Topic Maps and Java.

这是本人第一次数据算法比赛实录。主要整理记录2017年CCF大数据与计算智能竞赛使用的模型和实现代码，选择了基于主题的文本情感分析赛题。采用情感词典+自定义规则完成比赛，成绩：136/796。

Reproducible implementation of the paper "Tired of Topic Models? Clusters of Pretrained Word Embeddings...".

Explainable Zero-Shot Topic Extraction

RxNLP APIs for clustering sentences, extracting topics, counting words & n-grams, extracting text from html or URL, computing similarity between texts and more.

YEDDASeg: Textual Topic Segmentation Annotation tool

Application of topic models for topic extraction and similarity search

Topic detection to identify the main topics on MIT management papers

Topic extractor with the idea of generating labels using genism.n_similarity

Natural Language Processing (NLP) and analysis on reviews about delivery companies in the UK based on reviews extracted from the Trustpilot website

Complete Python code of the methodology used to identify notable posts and topics on Online Social Networks.

A Text / Speech Summarizer

Deepgram Transcription Processor is a Python program designed to process transcription output obtained from Deepgram's transcription service. It extracts key information such as conversation, summary, and paragraphs from the transcription output JSON and writes them to separate text files for further analysis and reference.

An opensource project to do formative feedback on free texts on specific given topic.

An analysis and exploration of 4 years of Trump's tweets, including data cleaning, sentiment analysis and topic categorization with LDA and NMF.

Review of Latent Dirichlet Allocation (LDA) for topic extraction of product reviews for use by product managers. Explores high level overview of LDA, popular libraries, and potential improvements to or over LDA for topic extraction of reviews.

Full code to create app that summarize the news and get the topic using models that are easy to train and deploy (Use the API)

TopExApp is a graphical user interface for the TopEx Python package. TopEx allows the exploration of topics present in a group of text documents by clustering sentences together that relay common ideas or themes.