hinge-loss

Here are 14 public repositories matching this topic...

HaotianMXu / Multiclass_LinearSVM_with_SGD

A demonstration of how to use PyTorch to implement Support Vector Machine with L2 regularizition and multiclass hinge loss

pytorch support-vector-machine hinge-loss

Updated Sep 17, 2018
Python

Droliven / diverse_sampling

Star

Official project of DiverseSampling (ACMMM2022 Paper)

diversity deep-learning pytorch stochastic accuracy sampling manifold multimodality variational-inference likelihood cvae gcn gaussian-distribution variational-autoencoder gumbel-softmax diverse hinge-loss human-motion-prediction acmmm2022

Updated Feb 25, 2023
Python

hotaki-lab / Product-Review-Sentiment-Analysis

Star

The goal of this project is to design a classifier to use for sentiment analysis of product reviews. Our training set consists of reviews written by Amazon customers for various food products. The reviews, originally given on a 5 point scale, have been adjusted to a +1 or -1 scale, representing a positive or negative review, respectively.

sentiment-analysis bag-of-words perceptron pegasus feature-engineering classification-algorithm average-perceptron parameter-tuning hinge-loss

Updated Jul 8, 2021
Python

david-cortes / binmf

Star

(Python, R, C) Sparse binary matrix factorization with hinge loss

matrix-factorization hinge-loss

Updated Sep 8, 2019
C

chandra447 / SVM-Image-classifier

Star

Implemeting SVM to classify images with hinge loss and the softmax loss.

image-classification svm-classifier softmax hinge-loss cifar10-classification

Updated Sep 22, 2019
Jupyter Notebook

sudarshan-s-harithas / Machine-Learning-with-Python-From-Linear-Models-to-Deep-Learning

Star

This Repository consists of the solutions to various tasks of this course offered by MIT on edX

python machine-learning sentiment-analysis bag-of-words perceptron average-perceptron pegasos perceptron-learning-algorithm hinge-loss

Updated Apr 27, 2020
Python

Droliven / DHMP_jittor

Star

Jittor reimplementation of DiverseSampling (MM22)

diversity deep-learning stochastic accuracy sampling manifold multimodality variational-inference likelihood cvae gcn gaussian-distribution variational-autoencoder gumbel-softmax diverse hinge-loss human-motion-prediction jittor acmmm2022

Updated Feb 25, 2023
Python

vkasojhaa / Robustness-Huber-vs-Hinge-Loss

Star

Verified the robustness to outliers of Huber Loss with Hinge loss for classification over different datasets.

outliers noise loss robustness huber hinge-loss

Updated Sep 18, 2018
Jupyter Notebook

SameetAsadullah / Neural-Network-Implementation

Star

Neural Network implemented with different Activation Functions i.e, sigmoid, relu, leaky-relu, softmax and different Optimizers i.e, Gradient Descent, AdaGrad, RMSProp, Adam. You can choose different loss functions as well i.e, cross-entropy loss, hinge-loss, mean squared error (MSE)

Updated Aug 15, 2022
Jupyter Notebook

NAVEENDATAANALYST / Credit-Card-Fraud-Detection-using-Scikit-Learn-and-Snap-ML

Star

The Credit Card Fraud Detection Dataset can be found in Kaggle.

scikit-learn decision-trees svm-classifier hinge-loss datapreprocessing

Updated Jan 26, 2024
Jupyter Notebook

HunorTotBagi / master-thesis

Star

This repository serves as a storage location for the documentation and implementation of my master thesis, including the source code, written report, and presentation.

machine-learning binary-classification hinge-loss irns-algorithm adaptive-sample-size indexact-restoration-method