mahalanobis-distance

There are 3 repositories under mahalanobis-distance topic.

Albertsr / Anomaly-Detection
UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.
isolation-forest kernel-pca lof pulearning anomaly-detection principal-component-analysis intrusion-detection-system mahalanobis-distance pca-analysis semi-supervised-learning data-mining pca
Language:Python 266
FSDA
UniprJRC / FSDA
Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European Union Public Licence (EUPL). FSDA is a joint project by the University of Parma and the Joint Research Centre of the European Commission.
robust-statistics robust-estimation robust-regression box-cox multivariate-analysis mahalanobis-distance forward-search clustering classification m-estimation s-estimation mm-estimation robust-clustering correspondence-analysis visualization-tools tclust
Language:MATLAB 75
Happyxianyueveryday / statslibrary
统计分析课程实验作业/包含《统计分析方法》中因子分析，主成分分析，Kmeans聚类等典型算法的手写实现
mahalanobis-distance euclidean-distance variance-analysis kmeans-clustering pca
Language:Python 73
apennisi / multi_target_tracker
Multi-target tracker based on cost computation.
mahalanobis-distance cost multi-target-tracker tracker opencv munkres lap computer-vision
Language:C++ 50
nikhils10 / Multivariate-Analysis--Oil-Price-Prediction-Using-LSTM-GRU-
Comparing Long Term Short Memory (LSTM) & Gated Re-current Unit (GRU) during forecasting of oil price .Exploring multivariate relationships between West Texas Intermediate and S&P 500, Dow Jones Utility Avg, US Dollar Index Futures , US 10 Yr Treasury Bonds , Gold Futures.
lstm-neural-networks multivariate-analysis time-series gated-recurrent-units mahalanobis-distance zscore
Language:Jupyter Notebook 42
Pangoraw / SemiOrthogonal
:toothbrush: Unofficial re-implementation of Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation
pytorch mvtec-ad covariance-matrix mahalanobis-distance anomaly-detection mvtec unsupervised-learning
Language:Python 23
JohnnyHopp / PaDiM-EfficientNetV2
EfficientNetV2 based PaDiM
anomaly-detection anomaly-detection-models anomaly-localization efficientnet efficientnetv2 mahalanobis-distance mvtec mvtec-ad pytorch unsupervised-learning
Language:Python 20
Ashish-Gupta03 / Image-based-recommendations-on-styles-and-substitutes
python3 nearest-neighbor-search mahalanobis-distance
Language:CSS 16
fverdoja / LAD-Laplacian-Anomaly-Detector
Graph-based image anomaly detection algorithm leveraging on the Graph Fourier Transform
anomaly-detection matlab hyperspectral-imaging mahalanobis-distance
Language:MATLAB 11
faisal-irzal / Predictive_maintenance_ML
Showcase how machine learning can help plant operator monitor equipment condition through correctly analyzing measurement data collected from many sensors.
anomaly-detection pca autoencoder mahalanobis-distance predictive-maintenance condition-monitoring bearing-fault-diagnosis
Language:Jupyter Notebook 8
yammadev / cbrs
Case-based Reasoning (CBR) System
artificial-intelligence machine-learning case-based-reasoning one-hot-encoding mahalanobis-distance jupyter-notebook
Language:Jupyter Notebook 8
amolloma / nd013-c2-sensor-fusion
Course submission material for Lidar point cloud based 3D Detection using Yolo, followed by Sensor Fusion and Camera Based Tracking using Extended Kalman Filters for Udacity Self Driving Nanodegree
object-detection autonomous-driving yolo detection iou-calculation waymo-open-dataset mahalanobis-distance kalman-filter sensor-fusion
Language:Python 6
injection_molding_analysis
johnwslee / injection_molding_analysis
Defect Classification in Injection Molding Using Machine Learning
autoencoder classification injection-molding machine-learning mahalanobis-distance python
Language:Jupyter Notebook 6
Niloth-p / Density-Based-Outlier-Detection
An implementation of a density based outlier detection method - the Local Outlier Factor Technique, to find frauds in credit card transactions. For detecting both local and global outliers.
local-outlier-factor outlier-detection accuracy distancematrix density performance-metrics local-reachability-density k-nearest-neighbors mahalanobis-distance precision-recall-curve
Language:Python 6
petersenpeter / phy1-plugins
Plugins to Phy1 - additional features to Phy
phy python plugins klustakwik mahalanobis-distance
Language:Python 5
sid230798 / Anamoly_Detection_Sensor_Networks
This Project is detect outliers in sensor networks. We are using ISSNIP Single hop dataset for this.
time-series outlier-detection lstm svm issnip-dataset sensor-network pytorch anamoly-detection mahalanobis-distance machine-learning
Language:Python 5
petropouloumaria / NMAoutlier
Detecting Outliers in Network Meta-Analysis
outlier-detection-measures influence-measures mahalanobis-distance network-meta-analysis outlier
Language:R 4
ThomasJNicoletti / Pulsar
A Data Mining Streamlit Application for Astrophysical Prediction using Random Forest Classification in Python
data-mining streamlit astrophysics prediction random-forest-classification python mahalanobis-distance pulsar integrated-profile dm-snr-curve statistics model
Language:Python 4
joyoyoyoyoyo / machine-learning-cs165b-assignment4
📌 1. Compute the Mahalanobis distance from a centroid for a given set of training points. 2. Implement Radial Basis function (RBF) Gaussian Kernel Perceptron. 3. Implement a k-nearest neighbor (kNN) classifier
machine-learning mahalanobis-distance kernel-perceptron k-nearest-neighbor mathematics
Language:Python 3
viniciusvviterbo / Agnitio
An application of Mahalanobis distance to classify breast density on the BIRADS scale.
computer-vision health mahalanobis-distance
Language:Python 3
aritra90 / CluStrat
Structure informed clustering based population structure correction strategy
mahalanobis-distance genomics population-genetics bioinformatics
Language:Jupyter Notebook 2
bademiya21 / Extended-Histogram-of-Gradients
Contains the codes for Extended Histogram of Gradients for object recognition developed by me during my PhD studies.
matlab c-plus-plus computer-vision feature-engineering pattern-recognition machine-learning svm-classifier mahalanobis-distance gradient classifier-training principal-component-analysis
Language:C++ 2
HarigovindV10 / Credit-Card-Fraud-Detection
A credit card fraud detection algorithm.
fraud-detection credit-card kmeans-clustering pca outlier-detection mahalanobis-distance gradient-boosting-classifier boosting confusion-matrix ensemble-learning xgboost xgboost-algorithm xgboost-model
Language:Jupyter Notebook 2
ThomasJNicoletti / Driver
Driver Analysis with Factors and Forests: An Automated Data Science Tool using Python
python data-mining statistics model prediction driver-analysis factor-analysis random-forest-classification data-science business social-science mahalanobis-distance importance-analysis
Language:Python 2
ajRiverav / jhuProjects
A collection of interesting, memorable, and well... mundane projects developed for and during my bachellor's and master's degree at PUPR(San Juan, PR) and JHU(Baltimore, MD), respectively.
lottery svm-classifier stock analysis johns-hopkins-university spore estimator neural-network euclidean-distances mahalanobis-distance classifier statistical-learning static-analysis
Language:Jupyter Notebook 1
dimkatsi91 / Pattern_Pjt
Fisher Linear Discriminant Analysis (FLD) Application
classification-algorithm fisher-discriminant-analysis machine-learning-algorithms mahalanobis-distance matlab pattern-recognition
Language:Matlab 1
estevaofuzaro98 / introduction-SHM
Homeworks done for SHM Course on PPGEM (FEIS/UNESP).
structural-health-monitoring mahalanobis-distance artificial-immune-system
Language:MATLAB 1
geekysuavo / pca-utils
Tools for quantifying latent space class separations
clustering mahalanobis-distance multivariate-statistics pca pls scores-space
Language:C 1
khorihutama / findDistance
Finding Covariance Matrix, Correlation Coefficient, Euclidean and Mahalanobis Distance
euclidean-distances mahalanobis-distance covariance-matrix correlation-matrices
Language:Python 1
shobrook / outgraph
Outlier detection tool for graph datasets
chi-squared graph graph-algorithms mahalanobis-distance outlier-detection
Language:Python 1
Mahalanobis-Distance-Predictive-Model
WDpad753 / Mahalanobis-Distance-Predictive-Model
This repository is about the implementation of Mahalanobis Distance outlier detection as a one class classification model. This has been achieved using Python
mahalanobis-distance one-class-classification python
Language:Python 1
zhpinkman / mahalanobis-distance
A simple implementation of the mahalanobis-distance which is useful in different areas and applications.
mahalanobis-distance ai artificial-intelligence
Language:Jupyter Notebook 1
g0bel1n / textual-ood-detection
Leveraging latent representations for efficient textual OOD detection
nlp mahalanobis-distance ood-detection irwd
Language:Python 0
mdarm / neural-partitioner
Project on extending a Neural Partitioner for the M149 - Database Systems course, NKUA, Spring 2023.
approximate-nearest-neighbor-search convolutional-neural-networks ensembling-methods knn mahalanobis-distance optimization-algorithms pca pytorch
Language:TeX
tetutaro / mahalanobis_transformer
The transformer that transforms data so to squared norm of transformed data becomes Mahalanobis' distance.
mahalanobis-distance scikit-learn-api
Language:Jupyter Notebook
unnatibshah / KNN-on-Vertebral-Column-Data-Set
Classification using KNN on Vertebral Column Data Set
chebyshev-distance exploratory-data-analysis knn mahalanobis-distance manhattan-distance minkowski-distance python3
Language:Jupyter Notebook

mahalanobis-distance

Albertsr / Anomaly-Detection

UniprJRC / FSDA

Happyxianyueveryday / statslibrary

apennisi / multi_target_tracker

nikhils10 / Multivariate-Analysis--Oil-Price-Prediction-Using-LSTM-GRU-

Pangoraw / SemiOrthogonal

JohnnyHopp / PaDiM-EfficientNetV2

Ashish-Gupta03 / Image-based-recommendations-on-styles-and-substitutes

fverdoja / LAD-Laplacian-Anomaly-Detector

faisal-irzal / Predictive_maintenance_ML

yammadev / cbrs

amolloma / nd013-c2-sensor-fusion

johnwslee / injection_molding_analysis

Niloth-p / Density-Based-Outlier-Detection

petersenpeter / phy1-plugins

sid230798 / Anamoly_Detection_Sensor_Networks

petropouloumaria / NMAoutlier

ThomasJNicoletti / Pulsar

joyoyoyoyoyo / machine-learning-cs165b-assignment4

viniciusvviterbo / Agnitio

aritra90 / CluStrat

bademiya21 / Extended-Histogram-of-Gradients

HarigovindV10 / Credit-Card-Fraud-Detection

ThomasJNicoletti / Driver

ajRiverav / jhuProjects

dimkatsi91 / Pattern_Pjt

estevaofuzaro98 / introduction-SHM

geekysuavo / pca-utils

khorihutama / findDistance

shobrook / outgraph

WDpad753 / Mahalanobis-Distance-Predictive-Model

zhpinkman / mahalanobis-distance

g0bel1n / textual-ood-detection

mdarm / neural-partitioner

tetutaro / mahalanobis_transformer

unnatibshah / KNN-on-Vertebral-Column-Data-Set