Encoded Sharing Layers Neural Network (ESL-NN)

Overview

ESL-NN is a "Hierarchical Multi-Label Classification System" based on PyTorch which is free for download and free for non-commecial use.

/assemble_classifier - Main classifiers code which store ESLNN, SHLNN, HMCLMLP
/classifier - Classifiers of each level code which will be composed together in main classifiers in /assemble_classifier
/data - Data preprocessing code and Dataset class which is specifically used for our main classifier
/embedding - Document embedding code
/evaluation - Evaluation metric code
Train.ipynb - A demo jupyter notebook for a training process
Test.ipynb - A demo jupyter notebook for a testing process

Name		Name	Last commit message	Last commit date
Latest commit History 120 Commits
assemble_classifier		assemble_classifier
classifier		classifier
data		data
docs		docs
embedding		embedding
evaluation		evaluation
.gitignore		.gitignore
README.md		README.md
Test.ipynb		Test.ipynb
Test.py		Test.py
Train.ipynb		Train.ipynb
Train.py		Train.py
config.json		config.json
environment.yml		environment.yml
evaluater_config.json		evaluater_config.json