Topic Modeling Frameworks

Tools and platforms for extracting, clustering, and analyzing topics from text documents and data streams using techniques like LDA, TF-IDF, and entity-based clustering. Does NOT include general NLP libraries, text preprocessing utilities, or document normalization without topic extraction focus.

There are 20 topic modeling frameworks tracked. 1 score above 70 (verified tier). The highest-rated is spring-projects/spring-ai at 76/100 with 8,149 stars. 1 of the top 10 are actively maintained.

Get all 20 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=topic-modeling-frameworks&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	spring-projects/spring-ai An Application Framework for AI Engineering	76	Verified	8,149	Java
2	primaryobjects/lda LDA topic modeling for node.js	62	Established	297	JavaScript
3	qminer/qminer Analytic platform for real-time large-scale streams containing structured...	61	Established	215	C++
4	lfoppiano/grobid-quantities GROBID extension for identifying and normalizing physical quantities.	47	Emerging	83	JavaScript
5	rosette-api/nodejs Babel Street Analytics Client Library for Node.js	40	Emerging	8	JavaScript
6	metehan777/entity-topic-cluster 100% client-side entity-based topic clustering tool. ML models run in your...	36	Emerging	5	JavaScript
7	EhsanMashhadi/MSR2021-ProgramRepair Code of our paper Applying CodeBERT for Automated Program Repair of Java...	35	Emerging	52	Python
8	xuludev/System Internet hot topic detection and tracking system	27	Experimental	4	JavaScript
9	teavuihuang/edge-ml-glove-nlp This high-speed, low-footprint NLP (Natural Language Processing) EDGE-ML...	27	Experimental	6	JavaScript
10	pratikpc/Reactive-Miner Reactive Miner is a Data Mining PWA tool which uses React	26	Experimental	4	JavaScript
11	karimould/typescript-text-classification Text classification using a neuronal network and TypeScript.	26	Experimental	7	TypeScript
12	ChristianMurphy/gutenberg-book-normalize Normalize project Gutenberg books to a format easier for statistical models...	24	Experimental	2	JavaScript
13	numbworks/NW.NGramTextClassification NW.NGramTextClassification is a library to perform text classification tasks...	22	Experimental	7	C#
14	divyamohan1993/nlu-bot-trainer Enterprise-grade NLU bot trainer with 5-classifier stacking ensemble (171K...	22	Experimental	—	TypeScript
15	oEmanuelFirmino/vector-search-with-cos-similarity A system that processes document similarity searches using a backend...	21	Experimental	2	TypeScript
16	npatta01/superuser-topic-modeling SuperUser forum topic modeling	16	Experimental	3	JavaScript
17	MoritzGoeckel/TextClassifier 🔎📄 Text classifier based on vocabulary analysis	15	Experimental	2	JavaScript
18	Infominer-JSI/infominer-ui The Web UI of the Infominer tool	12	Experimental	—	TypeScript
19	Infominer-JSI/infominer-js The main component of the (semi-)automatic data exploration and topic...	11	Experimental	—	TypeScript
20	FrederickRoman/fasttextAPI Unofficial minified fastetext API. Use it to run NLP DL models that require...	11	Experimental	2	TypeScript