bayuat

ARESELP

MATLAB package used for tracing englacial layers in glaciers from MCoRDS data

modified-areselp

Modified MATLAB packages used for tracing englacial layers in the Greenland ice sheets

Predicting-the-next-event-in-business-process

Predicting-the-next-event-in-business-process

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

GDN

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

hed

code for Holistically-Nested Edge Detection

Industrial-Machinery-Anomaly-Detection

Extract features and detect anomalies in industrial machinery vibration data using a biLSTM autoencoder

Adversarial-Label-Flip-Attack

Source Code for 'Adversarial Label Flips Attack on Support Vector Machines'

ALFASVMLib

ALFASVMLib - A Matlab library for adversarial label flip attacks against SVMs

Anomaly-Detection-in-Time-Series-Data

Anomaly Detection in Time Series Data

bayuat/modified-areselp

Modified MATLAB packages used for tracing englacial layers in the Greenland ice sheets

bayuat/MATLAB-Deep-Learning-Model-Hub

Discover pretrained models for deep learning in MATLAB

bayuat/Rbeast

Bayesian Change-Point Detection and Time Series Decomposition

bayuat/keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

bayuat/tensor-house

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

bayuat/Unsupervised-Deep-Learning-Framework-for-Anomaly-Detection-in-Time-Series-

Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based) settings for anaomaly detection in time series data

bayuat/tGraphAD

Research sources on graph-based anomaly detection

bayuat/Python

All Algorithms implemented in Python

bayuat/pyLattice_deepLearning

Deep Learning on Lattice Light-Sheet Data. Patch-Trained 3D U-Nets for Binary Segmentation. 3 Clear Jupyter Notebooks.

bayuat/MassSpecWavelet

MassSpecWavelet Bioconductor package

bayuat/awesome-TS-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

bayuat/AugLy

A data augmentations library for audio, image, text, and video.

bayuat/anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

bayuat/peakutils

PeakUtils mirror from bitbucket.

bayuat/Awesome-Edge-Detection-Papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

bayuat/usad

bayuat/AnomalyDetection_VAE_LSTM

bayuat/ground-truth-gan-segmentation

In this project, we will apply the CGAN approach for ground truth segmentation operation of satellite images with OpenCV and Tensorflow.

bayuat/GDN

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

bayuat/Industrial-Machinery-Anomaly-Detection

Extract features and detect anomalies in industrial machinery vibration data using a biLSTM autoencoder

bayuat/Learning-Time-Series-Python

Notes of Udemy course on Time Series

bayuat/ARESELP

MATLAB package used for tracing englacial layers in glaciers from MCoRDS data

bayuat/Adversarial-Label-Flip-Attack

Source Code for 'Adversarial Label Flips Attack on Support Vector Machines'

bayuat/Variational-Lstm-Autoencoder

Lstm variational auto-encoder for time series anomaly detection and features extraction

bayuat/pytorch-unet

Tunable U-Net implementation in PyTorch

bayuat/py-findpeaks

Overview of the peaks dectection algorithms available in Python

bayuat/Anomaly-Detection-in-Time-Series-Data

Anomaly Detection in Time Series Data

bayuat/hed

code for Holistically-Nested Edge Detection

bayuat/Predicting-the-next-event-in-business-process

Predicting-the-next-event-in-business-process

bayuat/SegAN

SegAN: Semantic Segmentation with Adversarial Learning