🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

Validation (like Recursive Feature Elimination for SHAP) of (multiclass) classifiers & regressors and data used to develop them.

基于pytorch_bert的中文多标签分类

A system that takes food images as an input, recognizes the food automatically and gives the nutritional-facts as an output.

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

Using SigComp'11 dataset for signature verification

Music genre classification from audio spectrograms using deep learning

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search

This repository contains instructions and code to deploy a customer 360 profile solution on Azure stack using the Cortana Intelligence Suite.

The code for the ACL 2023 paper "Linear Classifier: An Often-Forgotten Baseline for Text Classification".

Working with the Yelp Dataset in Azure SQL and SQL Server

Open source implementation of Logical Analysis of Data (LAD) Algorithm.

Andrew Ng's Machine Learning Course

This project is from the Airbnb Recruitment Challenge on Kaggle. The challenge is to solve a multi-class classification problem of predicting new users first booking destination.

MATLAB Implementation of the SVM and Eigenface/Fishcerface Algorithms for Facial Recognition.

An open-source tool for performing feature selection process in different areas of research

Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.

⭐️ Multi-Class Classification Logistic Regression with Gradient Descent in JavaScript

I3D implemetation in Keras + video preprocessing (rgb and optical flows) to detect violence in videos with weak labels (Weakly Supervised) on XD-Violence dataset (Multi-Label, Multi-class and untrimmed videos) using Keras

Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning