Popular GitHub Repositories for Categorization

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

all kinds of baseline models for long text classificaiton( text categorization)

[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning

Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization

Automated Categorization: Utilizing the power of neural networks, this project offers an automated solution to categorize bank descriptions, reducing manual effort and enhancing efficiency while maintaining privacy.

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications

We'll look into audio categorization using deep learning principles like Artificial Neural Networks (ANN), 1D Convolutional Neural Networks (CNN1D), and CNN2D in this repository. We undertake some basic data preprocessing and feature extraction on audio sources before developing models. As a result, the accuracy, training time, and prediction time of each model are compared. This is explained by model deployment, which allows users to load the desired sound output for each model that is successfully deployed, as will be addressed in more depth later.

Minimally Supervised Categorization of Text with Metadata (SIGIR'20)

Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)

A Python toolkit for image clustering using deep learning, PCA, and K-means, with support for GPU and CPU processing. Simplify your image analysis projects with advanced embeddings, dimensionality reduction, and automated visual categorization.

PyTorch repository for text categorization and NER experiments in Turkish and English.

:zap: Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.

WideMLP for Text Classification

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

自然语言处理常见任务（主要包括文本分类，序列标注，自动问答等）解决方案试验田

Bilinear CNNs in PyTorch

This repository contains code and data download instructions for the workshop paper "Improving Hierarchical Product Classification using Domain-specific Language Modelling" by Alexander Brinkmann and Christian Bizer.

Thesis project: topic categorization and sentiment analysis on twitter with Apache Spark