autoencoder-classification

The aim of this project is to train autoencoder, and use the trained weights as initialization to improve classification accuracy with cifar10 dataset.

keras classification autoencoders cifar10 cifar10-classification autoencoder-classification

UpdatedJul 19, 2020
Python

zysymu /unsupervised-adversarial-autoencoder

Star8

A PyTorch implementation of Adversarial Autoencoders for unsupervised classification

astronomy cnn pytorch autoencoder unsupervised-learning adversarial-autoencoders autoencoder-classification

UpdatedApr 8, 2021
Jupyter Notebook

LorenzoValente3 /Autoencoder-for-FPGA

Star7

Autoencoder model for FPGA implementation using hls4ml. Repository for Applied Electronics Project.

compression fpga deep-learning autoencoder-mnist autoencoder-classification quantization-aware-training hls4ml

UpdatedMar 21, 2023
Jupyter Notebook

StarlangSoftware /Classification-CPP

Star7

Machine learning library for classification tasks

deep-neural-networks feature-selection naive-bayes-classifier pca statistical-tests dataset-manager decision-tree-classifier decision-stumps multilayer-perceptron-network quadratic-discriminant-analysis linear-discriminant-analysis multilayer-perceptron random-forest-classifier subset-selection rocchio-algorithm knn-algorithm support-vector-machine-svm bagging-trees autoencoder-classification classification-algorithms

UpdatedNov 29, 2025
C++

Garnica1999 /CreditCardFraudDetectionML

Star5

Deteccion de fraudes de tarjetas de credito usando Machile Learning implementando distintos algoritmos y haciendo comparaciones de rendimiento con respecto a la clasificacion de transacciones.

processing learning machine-learning random-forest credit-card-fraud artificial-intelligence dataset svm-classifier inteligencia-artificial aprendizaje-automatico classification-algorithm mlp-classifier clasificacion procesamiento comparacion autoencoder-classification

UpdatedMay 26, 2020
Jupyter Notebook

CAG9 /Autoencoder-Feature-Extraction

Star4

Autoencoder for Feature Extraction

autoencoders self-supervised-learning tensorflow2 autoencoder-neural-network autoencoder-classification autoencoders-tensorflow

UpdatedJun 1, 2022
Jupyter Notebook

zysymu /ml4sci

Star3

A repository containing my submissions for the evaluation test for prospective GSoC applicants for the DeepLense project

astronomy cnn pytorch google-summer-of-code gravitational-lensing unsupervised-learning adversarial-autoencoders pytorch-cnn autoencoder-classification

UpdatedApr 8, 2021
Jupyter Notebook

ByrdOfAFeather /NARC

Star3

Senior Product- A Canvas LMS anomaly detection algorithm

machine-learning django cheating cheat autoencoder canvas-lms-api anomaly-detection cheat-detection kmeans-analysis autoencoder-classification

UpdatedNov 21, 2022
HTML

mayur7garg /MalariaCellImageClassification

Star3

Binary Classification of images of cells which are either uninfected or parasitized by malaria.

tensorflow cnn dataset autoencoder malaria autoencoder-classification

UpdatedOct 4, 2021
Jupyter Notebook

spyros-briakos /AutoEncoder-and-Classifier-of-MNIST-images

Star3

Implementation of an Auto-Encoder and Classifier so as to classify images from MNIST dataset.

mnist-dataset autoencoder-mnist autoencoder-classification

UpdatedDec 11, 2020
Python

liyifu93 /Final-Project-Group4

Star2

This is the Final Project for DATS 6203 Machine Learning II of George Washington University.

deep-learning autoencoder autoencoder-classification power-grid-topology-identification

UpdatedSep 10, 2024
Python

LorenzoValente3 /Deep-Learning-Models

Star2

Keras implementation of Deep Learning Models applied to the MNIST and Polynomial datasets. Repository for the Software and Computing for Nuclear and Subnuclear Physics Project.

machine-learning deep-learning generative-adversarial-network generative-model variational-autoencoder wasserstein-gan autoencoder-mnist autoencoder-classification

UpdatedDec 6, 2021
Jupyter Notebook

xxl4tomxu98 /convolutional-autoencoder-keras-tensorflow

Star1

Text Digit Character Computer Vision using convolutional autoencoder

computer-vision mnist-classification convolutional-autoencoder opencv-python cnn-keras keras-tensorflow mnist-handwriting-recognition cnn-tensorflow autoencoder-neural-network autoencoder-classification

UpdatedMay 29, 2022
Jupyter Notebook

MediaBilly /Autoencoder-And-Classifier-For-MNIST-Handwritten-Digits

Star1

neural-networks mnist-dataset image-classification autoencoders autoencoder-neural-network autoencoder-classification

UpdatedMar 14, 2021
Python

shubhro2002 /Unsupervised-Anomaly-Detection-in-Suspicious-Web-Traffic-Using-Autoencoders

Star1

This project focuses on building an autoencoder-based anomaly detection model to learn latent patterns in malicious web traffic. The dataset provided contains only attack traffic, with no examples of normal user activity.

classification unsupervised-learning autoencoders autoencoder-classification webtrafficanomaly

UpdatedNov 23, 2025
Jupyter Notebook

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autoencoder-classification

Here are 37 public repositories matching this topic...

abhisheksambyal /Autoencoders-using-Pytorch-Medical-Imaging

elise-ng /COMP4901J_Project

StarlangSoftware /Classification-Py

xxl4tomxu98 /autoencoder-feature-extraction

StarlangSoftware /Classification

a64bit /Classification-AutoEncoder

zysymu /unsupervised-adversarial-autoencoder

LorenzoValente3 /Autoencoder-for-FPGA

StarlangSoftware /Classification-CPP

Garnica1999 /CreditCardFraudDetectionML

CAG9 /Autoencoder-Feature-Extraction

zysymu /ml4sci

ByrdOfAFeather /NARC

mayur7garg /MalariaCellImageClassification

spyros-briakos /AutoEncoder-and-Classifier-of-MNIST-images

liyifu93 /Final-Project-Group4

LorenzoValente3 /Deep-Learning-Models

xxl4tomxu98 /convolutional-autoencoder-keras-tensorflow

MediaBilly /Autoencoder-And-Classifier-For-MNIST-Handwritten-Digits

shubhro2002 /Unsupervised-Anomaly-Detection-in-Suspicious-Web-Traffic-Using-Autoencoders

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