scikit-multilearn

A scikit-learn based module for multi-label et. al. classification

A new maintained "successor" to scikit-multilearn, a scikit-learn based module for multi-label et. al. classification

Predicting tags for StackOverflow Questions

With the rise of deep learning models and the successful result showing in different domains (such as Computer vision and Natural language processing)researchers and laboratories of chem-informatics try to apply these techniques in drug design and discovery. recently,the application of Deep Learning in this area of research has made a good progr…

Multi-label data stratification with Scikit-multilearn.

A repository of my study about multilabel stratification and classification measures.

Emotion detection from social media texts using machine learning algorithms.

Jigsaw Toxic Comment Classification Challenge on Kaggle: https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge

Multilabel text classification: multiple contexts in NLP

Multi-label classification problem.

NLP project using SenticNet lexicon and TF-IDF for emotion classification (Joy, Sadness, Anger, etc.). Implements BRkNNa/BRkNNb classifiers with negation handling, 10-fold validation, and metrics like Hamming Loss/Macro F1. Ideal for social media/text analysis.