topic-modeling
There are 1778 repositories under topic-modeling topic.
piskvorky/gensim
Topic Modelling for Humans
ddbourgin/numpy-ml
Machine learning, in numpy
MaartenGr/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
ddangelov/Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
baidu/Familia
A Toolkit for Industrial Topic Modeling
JasonKessler/scattertext
Beautiful visualizations of how language differs among document types.
ContextLab/hypertools
A Python toolbox for gaining geometric insights into high-dimensional data
owlbarn/owl
Owl - OCaml Scientific Computing @ https://ocaml.xyz
MilaNLProc/contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).
nomic-ai/nomic
Interact, analyze and structure massive text, image, embedding, audio and video datasets
dselivanov/text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
MIND-Lab/OCTIS
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
bigartm/bigartm
Fast topic modeling platform
gregversteeg/corex_topic
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
cpsievert/LDAvis
R package for web-based interactive topic model visualization.
stepthom/text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
bab2min/tomotopy
Python package of Tomoto, the Topic Modeling Tool
dongrixinyu/chinese_keyphrase_extractor
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 www.jionlp.com
vi3k6i5/GuidedLDA
semi supervised guided topic model with custom guidedLDA
stephenhky/PyShortTextCategorization
Various Algorithms for Short Text Mining
jmartinezheras/2018-MachineLearning-Lectures-ESA
Machine Learning Lectures at the European Space Agency (ESA) in 2018
ruidan/Unsupervised-Aspect-Extraction
Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
primaryobjects/lda
LDA topic modeling for node.js
yangliuy/LDAGibbsSampling
Open Source Package for Gibbs Sampling of LDA
dice-group/Palmetto
Palmetto is a quality measuring tool for topics
cohere-ai/sandbox-topically
Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models.
WZBSocialScienceCenter/tmtoolkit
Text Mining and Topic Modeling Toolkit for Python with parallel processing power
MaartenGr/Concept
Concept Modeling: Topic Modeling on Images and Text
datquocnguyen/LFTM
Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)
maxent-ai/converse
Conversational text Analysis using various NLP techniques
chtmp223/topicGPT
Code & Prompts for TopicGPT paper
qiang2100/STTM
Short Text Topic Modeling, JAVA
yuewang-cuhk/TAKG
The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"
osainz59/Ask2Transformers
A Framework for Textual Entailment based Zero Shot text classification
BobXWu/TopMost
A Topic Modeling System Toolkit
joewandy/hlda
Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model