topic-modeling

Open-source projects categorized as topic-modeling
Edit details
Language: + Python + Jupyter Notebook + OCaml + JavaScript + C++ + HTML
Topics: NLP Machine Learning Natural Language Processing neural-topic-models word-embeddings
The modern identity platform for B2B SaaS
The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
workos.com
Sponsored

Top 19 topic-modeling Open-Source Projects

  • gensim

    Topic Modelling for Humans

    • Project mention: Aggregating news from different sources | /r/learnprogramming | 2023-07-08

  • BERTopic

    Leveraging BERT and c-TF-IDF to create easily interpretable topics.

    • Project mention: how can a top2vec output be improved | /r/learnmachinelearning | 2023-07-04

    Try experimenting with different hyperparameters, clustering algorithms and embedding representations. Try https://github.com/MaartenGr/BERTopic/tree/master/bertopic

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • Top2Vec

    Top2Vec learns jointly embedded topic, document and word vectors.

    • Project mention: [D] Is it better to create a different set of Doc2Vec embeddings for each group in my dataset, rather than generating embeddings for the entire dataset? | /r/MachineLearning | 2023-10-28

    I'm using Top2Vec with Doc2Vec embeddings to find topics in a dataset of ~4000 social media posts. This dataset has three groups:

  • scattertext

    Beautiful visualizations of how language differs among document types.

  • owl

    Owl - OCaml Scientific Computing @ https://ocaml.xyz

    • Project mention: Owl project (OCaml scientific computing) formally concluded | news.ycombinator.com | 2024-02-19

  • 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.

  • OCTIS

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

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • corex_topic

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

  • LDAvis

    R package for web-based interactive topic model visualization.

  • GuidedLDA

    semi supervised guided topic model with custom guidedLDA (by vi3k6i5)

  • converse

    Conversational text Analysis using various NLP techniques

  • TopMost

    A Topic Modeling System Toolkit

    • Project mention: TopMost: A Topic Modeling System Toolkit | news.ycombinator.com | 2023-09-20

  • BTM

    Biterm Topic Modelling for Short Text with R (by bnosac)

  • stripnet

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

  • embedded-topic-model

    A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM

  • GitModel

    machine code+i git matrix + user

  • Auto-Research

    Generate custom detailed survey paper with topic clustered sections and proper citations, from just a single query in just under 30 mins !!

  • cusim

    Superfast CUDA implementation of Word2Vec and Latent Dirichlet Allocation (LDA)

  • jouresearch-nlp

    A python package for generating topics, named entities and a wordcloud visualization. It leverages the SpaCy framework and sentence transformers.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

topic-modeling related posts

Index

What are some of the best open-source topic-modeling projects? This list will help you:

Project Stars
1 gensim 15,236
2 BERTopic 5,543
3 Top2Vec 2,839
4 scattertext 2,197
5 owl 1,178
6 contextualized-topic-models 1,157
7 OCTIS 681
8 corex_topic 622
9 LDAvis 551
10 GuidedLDA 494
11 converse 176
12 TopMost 139
13 BTM 88
14 stripnet 85
15 embedded-topic-model 82
16 GitModel 60
17 Auto-Research 47
18 cusim 40
19 jouresearch-nlp 3

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com