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.

Language: MATLAB - Size: 904 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 73 - Forks: 30

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

Classification using KNN on Vertebral Column Data Set

Language: Jupyter Notebook - Size: 588 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

emanuelemorales/Customer-Segmentation

Application of Multivariate Statistics on customer’ habits features to obtain a Customer segmentation of a wholesale shop.

Language: R - Size: 1.53 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

dimkatsi91/Pattern_Pjt

Fisher Linear Discriminant Analysis (FLD) Application

Language: Matlab - Size: 468 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

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

Language: Python - Size: 6.44 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 70 - Forks: 23

JVTupinamba/Kennard-Stone-Mahalanobis

As Tensorflow Kennard-Stone algorithmin uses euclidean distances, the need for an adaptation arrises when dealing with a big vector space that has unknown correlations between its variables, it may improve a lot neural networks performance.

Language: Jupyter Notebook - Size: 50.8 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

UERJ-LIVIA/Kennard-Stone-Mahalanobis

As Tensorflow Kennard-Stone algorithmin uses euclidean distances, the need for an adaptation arrises when dealing with a big vector space that has unknown correlations between its variables, it may improve a lot neural networks performance.

Language: Jupyter Notebook - Size: 22.5 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

Albertsr/Anomaly-Detection

UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.

Language: Python - Size: 9.52 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 245 - Forks: 81

khorihutama/findDistance

Finding Covariance Matrix, Correlation Coefficient, Euclidean and Mahalanobis Distance

Language: Python - Size: 24.4 KB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

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.

Language: Python - Size: 28.3 KB - Last synced: 8 months ago - Pushed: almost 4 years ago - Stars: 5 - Forks: 2

jhubar/High-dimensional-data-analysis

These projects were carried out as part of the MATH2021-1 High-dimensional data analysis course of the ULiege.

Language: R - Size: 13.8 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

HarigovindV10/Credit-Card-Fraud-Detection

A credit card fraud detection algorithm.

Language: Jupyter Notebook - Size: 222 KB - Last synced: 10 months ago - Pushed: about 5 years ago - Stars: 2 - Forks: 0

sid230798/Anamoly_Detection_Sensor_Networks

This Project is detect outliers in sensor networks. We are using ISSNIP Single hop dataset for this.

Language: Python - Size: 8.52 MB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 4 - Forks: 2

aritra90/CluStrat

Structure informed clustering based population structure correction strategy

Language: Jupyter Notebook - Size: 7.41 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

mdarm/neural-partitioner

Project on extending a Neural Partitioner for the M149 - Database Systems course, NKUA, Spring 2023.

Language: TeX - Size: 2.62 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

johnwslee/injection_molding_analysis

Defect Classification in Injection Molding Using Machine Learning

Language: Jupyter Notebook - Size: 17.8 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

apennisi/multi_target_tracker

Multi-target tracker based on cost computation.

Language: C++ - Size: 115 MB - Last synced: 10 months ago - Pushed: almost 7 years ago - Stars: 49 - Forks: 37

ThomasJNicoletti/Pulsar

A data mining streamlit application for astrophysical prediction using random forest classification in Python

Language: Python - Size: 23.4 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 0

g0bel1n/textual-ood-detection Fork of lilianmarey/nlp_ood_detection

Leveraging latent representations for efficient textual OOD detection

Language: Python - Size: 25.5 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 26.8 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 29 - Forks: 12

petropouloumaria/NMAoutlier

Detecting Outliers in Network Meta-Analysis

Language: R - Size: 756 KB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 1

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.

Language: Jupyter Notebook - Size: 312 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 5

yammadev/cbrs 📦

Case-based Reasoning (CBR) System

Language: Jupyter Notebook - Size: 1.13 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 5 - Forks: 0

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

Language: CSS - Size: 4.52 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 14 - Forks: 9

tetutaro/mahalanobis_transformer

The transformer that transforms data so to squared norm of transformed data becomes Mahalanobis' distance.

Language: Jupyter Notebook - Size: 287 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Pangoraw/SemiOrthogonal

:toothbrush: Unofficial re-implementation of Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation

Language: Python - Size: 36.1 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 19 - Forks: 4

viniciusvviterbo/Agnitio

An application of Mahalanobis distance to classify breast density on the BIRADS scale.

Language: Python - Size: 71.3 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 3 - Forks: 1

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

Language: Python - Size: 10.7 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

fverdoja/LAD-Laplacian-Anomaly-Detector

Graph-based image anomaly detection algorithm leveraging on the Graph Fourier Transform

Language: MATLAB - Size: 57.7 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 8 - Forks: 4

petersenpeter/phy1-plugins

Plugins to Phy1 - additional features to Phy

Language: Python - Size: 245 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 3 - Forks: 0

shobrook/outgraph

Outlier detection tool for graph datasets

Language: Python - Size: 14.6 KB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

RavanSA/customer-segmentation-using-mahalonobis-distance

Customer Segmentation using mahalonobis and minkowsi distance

Language: Jupyter Notebook - Size: 346 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

ThomasJNicoletti/Driver

Driver Analysis with Factors and Forests: An Automated Data Science Tool using Python

Language: Python - Size: 55.7 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

estevaofuzaro98/introduction-SHM

Homeworks done for SHM Course on PPGEM (FEIS/UNESP).

Language: MATLAB - Size: 47.9 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

bghojogh/Large-Margin-Metric-Learning

The code for large margin metric learning for nearest neighbor classification and its acceleration using triplet mining and stratified sampling

Language: MATLAB - Size: 220 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 2

zhpinkman/mahalanobis-distance

A simple implementation of the mahalanobis-distance which is useful in different areas and applications.

Language: Jupyter Notebook - Size: 165 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

geekysuavo/pca-utils

Tools for quantifying latent space class separations

Language: C - Size: 81.1 KB - Last synced: 2 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 1

bademiya21/Extended-Histogram-of-Gradients

Contains the codes for Extended Histogram of Gradients for object recognition developed by me during my PhD studies.

Language: C++ - Size: 3.66 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 0

haoruilee/KNN-with-pure-python

使用纯python实现KNN和马氏距离算法，不含sklearn等高级包

Language: Python - Size: 1.63 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 2

anas-awadalla/Incepto

Out of Distributon Detector Agnostic Framework for Medical Model Interpretability.

Language: Jupyter Notebook - Size: 230 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

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

Language: Python - Size: 428 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 3 - Forks: 1

Jeffresh/minimum-distance-classificator

An example of a minimum distance classificator doing a comparison between using Mahalanobis distance and Euclidean distance.

Language: MATLAB - Size: 16.6 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

mcanalesmayo/FujitsuHackathon

Our solution for Fujitsu LOD4ALL 2016 hackathon

Language: CSS - Size: 458 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 1

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.

Language: Jupyter Notebook - Size: 19.9 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 0