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 23 text authorship analysis frameworks tracked. 3 score above 50 (established tier). The highest-rated is bigartm/bigartm at 68/100 with 672 stars.

Get all 23 projects as JSON

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

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#	Framework	Score	Tier	Stars	Language
1	bigartm/bigartm Fast topic modeling platform	68	Established	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	dayyass/latent-semantic-analysis Pipeline for training LSA models using Scikit-Learn.	31	Emerging	23	Python
9	A-safarji/NLP-topic-modeling-project Topic Modeling on subreddit (NLP). In order to work on NLP topic modeling,...	30	Emerging	1	Jupyter Notebook
10	Develop-Packt/Topic-Modeling-and-Theme-Extraction In this module you will learn how to analyze topic modeling output from...	30	Emerging	1	Jupyter Notebook
11	arjo129/LangCluster A visuallization for cognates in various languages and how they spread	25	Experimental	6	Python
12	Su1ph3r/seshat Stylometric Authorship Attribution & Psychological Profiling Tool	22	Experimental	—	Python
13	GabrielePisciotta/NLP-Authorship-Verification-Case-Study Natural Language Processing project covering the task of Authorship Verification	21	Experimental	1	Jupyter Notebook
14	alejandrejames/project-thesis A topic modelling toolkit that can collect, pre-proccess, generate topic...	21	Experimental	1	Java
15	nigosto/authorship-recognition Analysis and comparison of different machine learning models for authorship...	21	Experimental	—	Jupyter Notebook
16	camara94/Analyse_semantique_latente Cet article passe en revue l'analyse sémantique latente (LSA), une théorie...	19	Experimental	3	Jupyter Notebook
17	Ahmadhammam03/topic-modeling-lda-nmf Comprehensive topic modeling with LDA and NMF algorithms for discovering...	18	Experimental	1	Jupyter Notebook
18	Sajjad-Shahali/Text_Authorship_Detection 6-class text authorship detection pipeline for human and LLM-generated text...	14	Experimental	—	Python
19	chrisPiemonte/argonaut Argument Mining from online debates and hybrid-semantics reasoning	13	Experimental	9	Python
20	IAmGreyBunny/ICTCompetition For Huawei ICT Competition Finals (2021-2022) - AI NLP with BERT and...	12	Experimental	2	CSS
21	kthomas4031/Author-Detector Detects the author based on linguistic signatures	11	Experimental	—	Java
22	HayatiYrtgl/topic_modeling_sklearn_LDA Python code: Uses LDA for topic modeling on text data.	11	Experimental	—	Jupyter Notebook
23	anildervis/codexa-code-authorship Code authorship attribution	11	Experimental	—	—