multi-class-classification

Using SigComp'11 dataset for signature verification

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

Music genre classification from audio spectrograms using deep learning

A Python toolbox for quick deploying ensemble algorithms on multi-class imbalanced data. | 在类别不平衡/长尾分布数据上快速部署集成学习算法

Implementation of the paper "A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels"

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

Working with the Yelp Dataset in Azure SQL and SQL Server

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.

Andrew Ng's Machine Learning Course

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

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

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

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.

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

Package provides the direct java conversion of the origin libsvm C codes as well as a number of adapter to make it easier to program with libsvm on Java

Multilayer Perceptron with TensorFlow on Iris dataset

Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning

Package provides java implementation of algorithms in the field of adaptive resonance theory (ART)

Venue Prediction with bag of words + heterogenous information using sklearn SGDClassifier

Package provides javascript implementation of support vector machines

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

Term 2 Project 2 RNN and LSTM for time-series prediction and text generation

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

It has 12 Classes for twelve different types of crops. This Dataset is in a zip file containing twelve folders of each plant containing their pictures. It is a Image Classification Problem, which can be easily solved Deep Learning Models such CNN(Convolutional Neural Networks)

Machine Learning exercises in Python (Jupyter notebooks)

CNN to classify birds belonging to 225 classes using transfer learning.

Code for the paper "Gaussian Process Classification as Metric Learning for Forensic Writer Identification", published at DAS 2018

MATLAB code for multi-local Power means-based fuzzy k-nearest neighbor (MLPM-FKNN) algorithm