Gender Prediction Classification NLP Tools

Tools for predicting or classifying gender from names, text, or personal information using NLP and machine learning. Does NOT include general author profiling, broader demographic prediction, or gender bias analysis/measurement.

There are 28 gender prediction classification tools tracked. 1 score above 50 (established tier). The highest-rated is davidemiceli/gender-detection at 51/100 with 66 stars.

Get all 28 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=gender-prediction-classification&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	davidemiceli/gender-detection Determine a person's gender based on his/her first name.	51	Established	66	JavaScript
2	bnriiitb/infer-gender Infer gender from the Indian first name or full name	44	Emerging	3	Python
3	sumeetkr/AwesomeStanceLearning The page lists recent research developments in the area of Stance Learning.	42	Emerging	53	—
4	phanben110/KAD-FoodHazard This is the repository of the MyMy team, ranked Top 2 in Subtask 1 and Top 2...	36	Emerging	5	Python
5	RochanaChaturvedi/it-is-all-in-the-name We predict religion from personal names only.	36	Emerging	9	Jupyter Notebook
6	NCBI-Hackathons/Hidden-Figures A pipeline for inferring gender for acknowledged individuals in scientific...	34	Emerging	7	Jupyter Notebook
7	Zhennor/Semeval-Task9-The-Food-Hazard-Detection-Challenge-2025 This is the official repository of Team Anastasia, which achieved 1st place...	34	Emerging	6	Python
8	anantdgoel/DontFowl.me You shouldn't even need to think about sexism at your workplace. Built at...	32	Emerging	4	JavaScript
9	adhilcodes/Annvi-classifier Malayalam Gender Classifier - Using Machine Learning to Predict Gender of...	31	Emerging	2	Jupyter Notebook
10	checkstep/senti-stance Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training	30	Emerging	20	Python
11	marcopoli/Identification-of-Twitter-bots-using-CNN Python project to create a classifier to guess if a Twitter account is a...	30	Emerging	18	Python
12	Elzawawy/DeftEval Official Contribution for DeftEval 2020, Task 6 Subtask 1 from SemEval 2020...	28	Experimental	10	Jupyter Notebook
13	AmmarRashed/UnsupervisedStanceDetection An unsupervised method for target-specific stance detection using...	26	Experimental	24	Jupyter Notebook
14	partoftheorigin/predict-blog-author-features Predicts gender, age, label, and zodiac sign of the writer from the given text.	26	Experimental	8	Python
15	matheuscamposmt/food-hazard-bert A Natural Language Processing (NLP) project for SemEval 2025 Task 9, using...	22	Experimental	1	Jupyter Notebook
16	polywock/text2gender Predict the author's gender from their text.	22	Experimental	21	Python
17	Xiefeng69/stance-detection-for-covid19-related-health-policies [DASFAA2023] Adversarial Learning-based Stance Classifier for...	21	Experimental	7	Python
18	NLP-Team-Unibo/stance-prediction Implicit Stance Prediction on Political Debates using Speech Features	20	Experimental	6	Jupyter Notebook
19	octohedron/gander Go name gender estimator	20	Experimental	6	Go
20	Marwolaeth/cola-stance-detector-ellmer An LLM-based framework for automated stance detection in social media texts....	19	Experimental	—	R
21	HeliaHashemipour/NameGender-Detection Char-level Name Gender Detection using Pytorch	19	Experimental	3	Jupyter Notebook
22	vortezwohl/Name2Gender From names in multiple languages to genders.	19	Experimental	2	Python
23	joh-ga/german-tweetstance-russiaukrainewar German Twitter Stance Detection With BERT on the Russo-Ukrainian Conflict	18	Experimental	2	Python
24	swastik-sourav-sahoo/Gender-Prediction-Of-Twitter-Users Gender Prediction of Twitter Users using Machine Learning, NLP and Python	17	Experimental	1	Jupyter Notebook
25	utkarshranaa/GenGuess An AI-powered name gender prediction using NLP and machine learning models,...	17	Experimental	1	Jupyter Notebook
26	benax-rw/RwandaNameGenderModel A lightweight machine learning model for gender prediction based on Rwandan...	16	Experimental	4	Python
27	aldo-git-bit/tashlhiyt-predicting-gender Data and ml tools for predicting noun gender in Tashlhiyt, an Amazigh...	11	Experimental	3	Jupyter Notebook
28	boris-tschirschwitz/kaggle-competition-gendered-pronoun-resolution Futurice pairs pronouns to their correct entities	11	Experimental	3	Jupyter Notebook