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 21 topic modeling frameworks tracked. 1 score above 70 (verified tier). The highest-rated is spring-projects/spring-ai at 73/100 with 8,149 stars. 1 of the top 10 are actively maintained.

Get all 21 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	spring-projects/spring-ai An Application Framework for AI Engineering	73	Verified	8,149	Java
2	qminer/qminer Analytic platform for real-time large-scale streams containing structured...	58	Established	215	C++
3	primaryobjects/lda LDA topic modeling for node.js	55	Established	297	JavaScript
4	lfoppiano/grobid-quantities GROBID extension for identifying and normalizing physical quantities.	47	Emerging	83	JavaScript
5	EhsanMashhadi/MSR2021-ProgramRepair Code of our paper Applying CodeBERT for Automated Program Repair of Java...	35	Emerging	52	Python
6	teavuihuang/edge-ml-glove-nlp This high-speed, low-footprint NLP (Natural Language Processing) EDGE-ML...	34	Emerging	6	JavaScript
7	xuludev/System Internet hot topic detection and tracking system	34	Emerging	4	JavaScript
8	pratikpc/Reactive-Miner Reactive Miner is a Data Mining PWA tool which uses React	33	Emerging	4	JavaScript
9	karimould/typescript-text-classification Text classification using a neuronal network and TypeScript.	33	Emerging	7	TypeScript
10	ChristianMurphy/gutenberg-book-normalize Normalize project Gutenberg books to a format easier for statistical models...	31	Emerging	2	JavaScript
11	numbworks/NW.NGramTextClassification NW.NGramTextClassification is a library to perform text classification tasks...	29	Experimental	7	C#
12	npatta01/superuser-topic-modeling SuperUser forum topic modeling	23	Experimental	3	JavaScript
13	MoritzGoeckel/TextClassifier 🔎📄 Text classifier based on vocabulary analysis	22	Experimental	2	JavaScript
14	divyamohan1993/nlu-bot-trainer Enterprise-grade NLU bot trainer with 5-classifier stacking ensemble (171K...	21	Experimental	—	TypeScript
15	Infominer-JSI/infominer-ui The Web UI of the Infominer tool	14	Experimental	—	TypeScript
16	Infominer-JSI/infominer-js The main component of the (semi-)automatic data exploration and topic...	13	Experimental	—	TypeScript
17	SignalN/ftfn Server fastText models in a Google Cloud Function	11	Experimental	3	JavaScript
18	eriknovak/infominer-public Making text analysis and topic ontology creation easier	11	Experimental	—	JavaScript
19	lambdacasserole/classr-js Use microclassifiers in the cloud for spam detection, sentiment analysis and more.	11	Experimental	—	TypeScript
20	MkdirRaiden/editorial-classifier Production NestJS domain classifier (99.98% accuracy) Hybrid ML: Whitelist +...	10	Experimental	1	TypeScript
21	Wanke15/NLP-projects NLP train and deploy	10	Experimental	2	JavaScript