85 Open source projects that are alternatives of or similar to topic_models

A Latent Dirichlet Allocation implementation in Python.

A Toolkit for Industrial Topic Modeling

Weaving analytical stories from text data

Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning

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

A workshop on analyzing topic modeling (LDA, CTM, STM) using R

Ensemble topic modelling with pLSA

Python package of Tomoto, the Topic Modeling Tool

Topic Words in Context (TWiC) is a highly-interactive, browser-based visualization for MALLET topic models

Topic modeling with word vectors

Experiments with Hugging Face 🔬 🤗

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

Topic modelling on financial news with Natural Language Processing

Biterm Topic Modelling for Short Text with R

A library for topic modeling and browsing

Knowledge Graph Embedding LDA. AAAI 2017

Open Source Package for Gibbs Sampling of LDA

Print multiple stm model dashboards to a pdf file for inspection

Topic Modelling for Humans

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

A Python toolbox for gaining geometric insights into high-dimensional data

machine learning

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

Interface for easier topic modelling.

Code for unsupervised aspect extraction, using Keras and its Backends

🙋 A Selenium based automated program that scrapes profiles data,stores in CSV,follows them and saves their profile in PDF.

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

Concept Modeling: Topic Modeling on Images and Text

Sentiment Analysis & Topic Modeling with Amazon Reviews

a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.

📝 Topic Modeling for Humans

STriP Net: Semantic Similarity of Scientific Papers (S3P) Network

Automatic Gap-Fill Question Generation

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 …

An off-the-shelf tool for Chinese Keyphrase Extraction 一个快速从中文里抽取关键短语的工具，仅占35M内存

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

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

Tutorials and my solutions to the Udacity NLP Nanodegree

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

High performance topic modeling for Ruby

Palmetto is a quality measuring tool for topics

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

Text Mining and Topic Modeling Toolkit for Python with parallel processing power

机器学习、深度学习、自然语言处理

Beautiful visualizations of how language differs among document types.

Conversational text Analysis using various NLP techniques

Machine learning, in numpy

Explore your own text collection with a topic model – without prior knowledge.

Short Text Topic Modeling, JAVA

Tree-based Autofolding Software Summarization Algorithm

A point-and-click tool for creating and analyzing topic models produced by MALLET.

A Framework for Textual Entailment based Zero Shot text classification

A Shiny Application for Inspecting Structural Topic Models

Python implementation of "Content-based recommendations with poisson factorization", with some extensions

Bayesian nonparametric models for python

PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'

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

Learning structural topic modeling using the stm R package.

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

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.