Top 6 multi-label-classification Open-Source Projects

awesome-project-ideas

3 7,404 4.2

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
ImageNet21K

1 695 10.0 Python

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
napkinXC

1 58 6.7 C++

Extremely simple and fast extreme multi-class and multi-label classifiers.
multi-label-sentiment-classifier

1 17 1.8 Jupyter Notebook

How to build a multi-label sentiment classifiers with Tez and PyTorch
scikit-multilearn-ng

1 16 7.9 Python

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

Project mention: I made a follow-up package, scikit-multilearn-ng, to the widely used scikit-multilearn package for multilabel classification | dev.to | 2024-01-29

So after some developing, I'm here to introduce scikit-multilearn-ng (GitHub: https://github.com/scikit-multilearn-ng/scikit-multilearn-ng), an advanced, open-source tool for multi-label classification in Python. It's a direct successor to scikit-multilearn and brings a host of improvements and new features.

emotion-classifier

1 6 10.0 Jupyter Notebook

An attention-based BiLSTM for emotion classification.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).