discriminant-analysis

There are 57 repositories under discriminant-analysis topic.

  • Wei2624/AI_Learning_Hub

    AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics

    Language:HTML587017

  • sarahromanes/multiDA

    High Dimensional Discriminant Analysis in R :sparkles:

    Language:R11642
  • DiscriminantAnalysis.jl

    trthatcher/DiscriminantAnalysis.jl

    Regularized discriminant analysis in Julia.

    Language:Julia9298

  • hyunsooseol/snowCluster

    This module allows users to analyze k-means & hierarchical clustering, and visualize results of Principal Component, Correspondence Analysis, Discriminant analysis, Decision tree, Multidimensional scaling, Multiple Factor Analysis, Machine learning, and Prophet analysis.

    Language:R85252

  • LLNL/fpp

    Function preserving projection (FPP), a linear projection technique for capturing interpretable patterns of high-dimensional functions

    Language:Jupyter Notebook8602

  • ozlemkorpe/Machine-Learning-with-MATLAB

    Machine Learning and Data Mining cheatsheet and example operations prepared in MATLAB

    Language:MATLAB8203

  • sarahromanes/genDA

    Multi-distributional Discriminant Analysis using Generalised Linear Latent Variable Modelling in R :star:

    Language:R6311

  • bghojogh/Roweis-Discriminant-Analysis

    The code for Roweis Discriminant Analysis (RDA) and Kernel RDA methods

    Language:Python4200

  • efsiatras/breast-cancer-classification-evaluation

    Breast cancer classification and evaluation of classifiers

    Language:MATLAB3101

  • EliasRaninen/CoupledRSCM

    Code for the paper E. Raninen and E. Ollila, “Coupled regularized sample covariance matrix estimator for multiple classes,” in IEEE Transactions on Signal Processing, vol. 69, pp. 5681–5692, 2021, doi: 10.1109/TSP.2021.3118546.

    Language:Python3100
  • A-high-discrimination-motif-scanner

    Gagniuc/A-high-discrimination-motif-scanner

    This is a scanner designed to recognise DNA motifs within a long stretch of DNA. It uses two models for discrimination, one model representing the target and the second model representing the background.

    Language:HTML310

  • gastonstat/DiscriMiner

    R package DiscriMiner

    Language:R3496

  • Koldim2001/Emotion_classifier

    Проведение бинарной и многоклассовой классификаций эмоций людей на фотографиях

    Language:Jupyter Notebook3100

  • HoudouinPierre/FEMDA

    FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.

    Language:Python2100

  • parthian-sterlet/sitega

    The software package SiteGA for de novo motif search in ChIP-seq data

    Language:C++2000

  • SBalas/Machine-Learning-Models

    knn, Regression (LASSO, Ridge), Logistic, Principal component Analysis (PCA), Discriminant Analysis (LDA, QDA), Trees, Random Forest, Boosting

    Language:Jupyter Notebook2100

  • ali9653/Data-S

    Models in R

    Language:R1100

  • Andrewwango/femda

    FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.

    Language:Python1300

  • jcelaya775/classification-model-selection

    Classification, sampling, and model selection methods. Ch. 4-6 exercises (An Introduction to Statistical Learning: https://www.statlearning.com/)

    Language:R1100

  • Jin93/PCa-mpMRI

    This repository includes the code for the paper "Detection of Prostate Cancer with Multi-Parametric MRI Utilizing the Anatomic Structure of the Prostate".

    Language:R1101

  • juliagong/skin-lesion-analyzer

    [Built during technical internship at SAS Institute, May 2016 - Aug 2016] Created automated skin cancer detection software using image analysis, feature extraction, and statistical modeling that analyzes images of skin lesions to detect possibly cancerous growths. Presented research and algorithms at the international JMP Discovery Summit (also selected as Best Student Poster), to the Women in Data Science Meetup, at the JMP Developers' Meeting, and at the SAS Intern Expo.

    1001

  • leminhtr/SY09

    Data Mining & Data Analysis coursework - UTC - SY09 - Spring 2017

    Language:PostScript1200

  • PamelaPairo/maestria_DM

    Materiales de las clases prácticas de AID y Aprendizaje Automático

    Language:HTML1101

  • purvilmehta06/Machin-Learning

    This repository contains the lab work of the course Machine Learning (IE 406).

    Language:Jupyter Notebook1200

  • sajjadkarimi91/SLDR-supervised-linear-dimensionality-reduction-toolbox

    A MATLAB toolbox for supervised linear dimension reduction (SLDR) including LDA, HLDA, PLSDA, MMDA, HMMDA and SDA

    Language:MATLAB1100

  • seunggihong/ML-Sklearn

    Simple machine learning model using scikit-learn

    Language:Python1300

  • srinidhi14vaddy/Breast-Cancer-Wisconsin-Anomaly-Diagnosis

    Performed statistical-EDA and normalization analysis on digitized mass images with 10 nuclei features (radius, texture) Predicted malignant - benign cancer using Logistic, LDA-QDA, KNN, Lasso-Ridge classifiers with 0.89, 0.88, 0.92, 0.96 and 0.97 accuracies respectively along with decision boundaries and ROC curves

    Language:Jupyter Notebook1100

  • xinghuq/DA

    DA incorporates the commonly used linear and non-linear, local and global supervised learning approaches (discriminant analysis). These discriminant analyses can be used to do ecological and evolutionary inference. We show the examples of demographic history inference, species identification, and population structure inference in the vignettes using the supervised discriminant analysis.

    Language:R1200

  • AMauGomez/Analisis-de-Acciones-SP500-mediante-el-an-lisis-de-discriminante

    Se realiza un Análisis de Discriminate a la base de datos SP500 que contiene el porcentaje de retorno de este índice, se realiza un modelo de predicción sobre el porcentaje de retorno.

    0100

  • DericAugusto/ISN2022_DataAnalysis

    Material from the course of Data Analysis at ENSEM - Université de Lorraine.

    Language:MATLAB0100

  • JeremyIdogun/Supervised-Learning

    Using labelled classifed data to infer a learning algorithm in R

    Language:R0100

  • raysas/data-mining-gene-expression

    Data Mining project (Fall2023) involving the classification and clustering of Sars-Cov-2 gene expression RNA-seq data

    Language:R0100

  • selbouhaddani/POPLSDA

    Probabilistic OPLS discriminant analysis

    Language:R0110

  • shreyasngredd/Customer-Segmentation

    Distinguishing and finding similarities between different customer groups using Cluster Analysis and Discriminant Analysis for a hypothetical company based on a credit card dataset.

    Language:Jupyter Notebook0100

  • eZWALT/Multivariate-Analysis

    MDS-FIB Multivariate-Analysis (MVA) subject 2024-25 Q1

    10

  • Fadhili-Ibra/Fashion-GAN

    Build a GAN for the fashion industry

    Language:Jupyter Notebook