Text Authorship Analysis ML Frameworks

Tools and models for analyzing written text to identify authorship, detect stylistic patterns, model topics, and classify writing characteristics. Includes LDA, topic modeling, stylometric analysis, and authorship attribution. Does NOT include general NLP, text classification for non-authorship tasks, or content moderation.

There are 22 text authorship analysis frameworks tracked. 1 score above 70 (verified tier). The highest-rated is bigartm/bigartm at 74/100 with 672 stars and 445 monthly downloads.

Get all 22 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	bigartm/bigartm Fast topic modeling platform	74	Verified	672	C++
2	piskvorky/gensim Topic Modelling for Humans	57	Established	16,375	Python
3	vi3k6i5/GuidedLDA semi supervised guided topic model with custom guidedLDA	52	Established	517	Python
4	gregversteeg/corex_topic Hierarchical unsupervised and semi-supervised topic models for sparse count...	49	Emerging	640	Python
5	microsoft/knowledge-extraction-recipes-forms Knowledge Extraction For Forms Accelerators & Examples	48	Emerging	222	Jupyter Notebook
6	centre-for-humanities-computing/tweetopic Blazing fast topic modelling for short texts.	40	Emerging	36	Python
7	google-marketing-solutions/ml_toast Cluster multilingual search terms captured from different time windows into...	38	Emerging	37	Python
8	taciano-perez/story-inspector Tool for analyzing book structure using NLP techniques. Helps seeing the...	28	Experimental	6	Java
9	dayyass/latent-semantic-analysis Pipeline for training LSA models using Scikit-Learn.	27	Experimental	23	Python
10	A-safarji/NLP-topic-modeling-project Topic Modeling on subreddit (NLP). In order to work on NLP topic modeling,...	23	Experimental	1	Jupyter Notebook
11	Develop-Packt/Topic-Modeling-and-Theme-Extraction In this module you will learn how to analyze topic modeling output from...	23	Experimental	1	Jupyter Notebook
12	Su1ph3r/seshat Stylometric Authorship Attribution & Psychological Profiling Tool	22	Experimental	—	Python
13	purijs/fasttfidf High-performance TF-IDF vectorization for large-scale text datasets that...	19	Experimental	6	C++
14	nigosto/authorship-recognition Analysis and comparison of different machine learning models for authorship...	19	Experimental	—	Jupyter Notebook
15	arjo129/LangCluster A visuallization for cognates in various languages and how they spread	18	Experimental	6	Python
16	degenNovice/corpus-tfidf-analyzer A Python tool for text analysis using TF-IDF, lemmatization, stopword...	14	Experimental	—	Python
17	anildervis/codexa-code-authorship Code authorship attribution	14	Experimental	—	—
18	GabrielePisciotta/NLP-Authorship-Verification-Case-Study Natural Language Processing project covering the task of Authorship Verification	14	Experimental	1	Jupyter Notebook
19	alejandrejames/project-thesis A topic modelling toolkit that can collect, pre-proccess, generate topic...	14	Experimental	1	Java
20	Sajjad-Shahali/Text_Authorship_Detection 6-class text authorship detection pipeline for human and LLM-generated text...	14	Experimental	—	Python
21	camara94/Analyse_semantique_latente Cet article passe en revue l'analyse sémantique latente (LSA), une théorie...	12	Experimental	3	Jupyter Notebook
22	Ahmadhammam03/topic-modeling-lda-nmf Comprehensive topic modeling with LDA and NMF algorithms for discovering...	12	Experimental	1	Jupyter Notebook