Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: pca

Repositories

StarlangSoftware/Classification-Js

Machine Learning Library for Classification Tasks

Language: TypeScript - Size: 938 KB - Last synced: about 10 hours ago - Pushed: about 11 hours ago - Stars: 0 - Forks: 0

stemangiola/tidybulk

Brings bulk and pseudobulk transcriptomics to the tidyverse

Language: R - Size: 95.1 MB - Last synced: about 12 hours ago - Pushed: about 13 hours ago - Stars: 159 - Forks: 23

FRBCesab/pelagic

:package: Research Compendium for Mouillot et al. 2024's paper

Language: R - Size: 1.08 GB - Last synced: about 16 hours ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

sylvaticus/BetaML.jl

Beta Machine Learning Toolkit

Language: Julia - Size: 28.7 MB - Last synced: about 15 hours ago - Pushed: about 15 hours ago - Stars: 90 - Forks: 13

stevenbischoff/College-Football-Comparisons

An app that finds and compares statistically similar college football teams

Language: Python - Size: 146 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

siddikayyappa/PCA-Regression-Nearest-Neighbours

This is the source code of the work for Assignment-2, Statistical Methods in AI, 5th Semester, IIITH, '22

Language: Jupyter Notebook - Size: 1.88 MB - Last synced: 1 day ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

siddikayyappa/MNIST-classification

The Following repository contains the code for the MNIST classification tasks, with the help of various machine learning techiniques, like DNN, CNN, K-means, GMM

Language: Jupyter Notebook - Size: 24.5 MB - Last synced: 1 day ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

aminfdev/Principal-Component-Analysis

Principal Component Analysis (PCA) for Movie Recommender System

Language: Python - Size: 518 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

AbbasPak/Pattern-recognition-by-using-principal-component-analysis-PCA-

Analysing practical examples by using principal component analysis (PCA) and Clustring

Language: R - Size: 778 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 1 - Forks: 1

gvarun20/Machine-learning_Simple_projects

use the data set and run the ipynb file

Language: Jupyter Notebook - Size: 49.6 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 3 - Forks: 0

hussain0048/Natural-language-processing

This repository is a related to all about Natural Langauge Processing - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques (in Python)

Language: Jupyter Notebook - Size: 1.43 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 8 - Forks: 3

StarlangSoftware/Classification-CS

Machine learning library for classification tasks

Language: C# - Size: 593 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 1

KareimGazer/Classify-Cifar-100

classifying CIFAR-100 data set using MCSVM and Deep Conv Net

Language: Jupyter Notebook - Size: 469 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 2 - Forks: 0

StarlangSoftware/Classification-Py

Machine learning library for classification tasks

Language: Python - Size: 721 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 11 - Forks: 3

StarlangSoftware/Classification-Cy

Machine learning library for classification tasks

Language: Cython - Size: 724 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 0 - Forks: 0

miguelangel43/Dimensionality-Reduction-Masters-Thesis

Masters Thesis: "Study of Dimensionality Reduction Techniques and Interpretation of their Coefficients, and Influence on Learned Models"

Language: Jupyter Notebook - Size: 101 MB - Last synced: 4 days ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

yezarniko/face_recognition-pca-knn Fork of hexa2525/face_recognition-pca-knn

Face recognition using PCA and K-NN

Language: Python - Size: 12 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 0 - Forks: 0

Teliteu/biostatistics

solving problems with data analysis, hypotheses and the most used statistical tests in ecology

Language: R - Size: 13.7 KB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 0 - Forks: 0

Manar20575/Data-Science-Project

build a models that predicts whether an individual makes over $50,000 per year.

Language: Jupyter Notebook - Size: 5.01 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 0 - Forks: 0

iacopomasi/AI-ML-Unit-2

Course Material for Artificial Intelligence and Machine Learning - Unit 2 @ Computer Science Dept, Sapienza

Language: Jupyter Notebook - Size: 317 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 30 - Forks: 45

saraabme/PCA_Wisconsin_breast_cancer_dataset

In this project, the Wisconsin breast cancer dataset is visualized in two dimensions using Principal Component Analysis (PCA).

Language: Jupyter Notebook - Size: 137 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 0 - Forks: 0

NeethuMariaTom/Telecom_Churn_Prediction

Telecom companies need to predict which customers are at high risk of churn.

Language: Jupyter Notebook - Size: 7.32 MB - Last synced: 5 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

jtcass01/Eigenfaces-In-Image-Classification

Why should you care about Eigenvectors? A study on the efficacy of using eigenfaces in image classification.

Language: Python - Size: 7.21 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

Akshay-Gulhane15/Unsupervised-ML-PCA-T-SNE-

In this repository we perform Principal component analysis ( PCA ) on swiss dataset & t-distributed Stochastic Neighbor Embedding (t-sne) on optdigits dataset.

Language: HTML - Size: 1.81 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

StarlangSoftware/Classification

Machine learning library for classification tasks

Language: Java - Size: 1.25 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 4 - Forks: 6

GioStamoulos/Mnist_Analysis

Mnist dataset in specific forms (2,4,6 & 8 labels or mean brightness 2D arrays) was utilized for dimensionality reduction, clustering and classification implementations for educational purposes.

Language: Python - Size: 443 KB - Last synced: 6 days ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

netascode/nexus-pcv

A CLI tool to perform a pre-change validation on Nexus Dashboard Insights or Network Assurance Engine.

Language: Python - Size: 254 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 1 - Forks: 1

kzampog/cilantro

A lean C++ library for working with point cloud data

Language: C++ - Size: 48.7 MB - Last synced: 6 days ago - Pushed: 9 months ago - Stars: 985 - Forks: 201

Subhash-777/Multilayer-QR-Encryption

Multiple level QR code encryption using LU decompositon and PCA.

Language: Python - Size: 4.88 KB - Last synced: 7 days ago - Pushed: 8 days ago - Stars: 0 - Forks: 0

loiccoyle/RPCA

Robust PCA using Accelerating Alternating Projections in python

Language: Python - Size: 5.08 MB - Last synced: 7 days ago - Pushed: 8 days ago - Stars: 4 - Forks: 0

elenlefoll/TextbookMDA

Repository of the online supplements to "Textbook English: A Multi-Dimensional Approach" (Le Foll, to appear).

Language: TeX - Size: 289 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 0 - Forks: 0

HarikrishnanNB/Foundations_of_LA_PCA_SVD_with_applications

Language: Jupyter Notebook - Size: 4.56 MB - Last synced: 7 days ago - Pushed: about 5 years ago - Stars: 2 - Forks: 2

abisliouk/IE678-DeepLearning-Assignments

This is a repository with the assignments of IE678 Deep Learning course at University of Mannheim.

Language: Jupyter Notebook - Size: 25 MB - Last synced: 7 days ago - Pushed: 8 days ago - Stars: 0 - Forks: 0

praj2408/Machine-Learning-Notes

Our curated repository compiles comprehensive notes covering various machine learning concepts, algorithms, and applications, providing a structured resource for both beginners and experienced practitioners to deepen their understanding and proficiency in the field.

Language: Jupyter Notebook - Size: 43.6 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 1 - Forks: 1

cedekpoole/rna-seq-plots

An npm package containing rna-seq plots

Language: JavaScript - Size: 1.42 MB - Last synced: 7 days ago - Pushed: 8 days ago - Stars: 0 - Forks: 0

ShaikRiyazSandy/PCA_Wine_Dataset

Case Summary Perform Principal component analysis and perform clustering using first 3 principal component scores (both Heirarchical and k mean clustering(scree plot or elbow curve) and obtain optimum number of clusters and check whether we have obtained same number of clusters with the original data (class column we have ignored at the begining…

Language: Jupyter Notebook - Size: 4.22 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 1 - Forks: 0

tusharpandey003/Data-Science

Data science include Data Analysis, Machine learning , EDA,PCA and Data Structure and Algorithms

Language: Jupyter Notebook - Size: 17.9 MB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 0 - Forks: 0

achilleaskouventaras/ml-drug-use

This project explores the use of classification algorithms in predicting patient drug use.

Language: R - Size: 38.1 KB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 0 - Forks: 0

PLN-team/PLNmodels

A collection of Poisson lognormal models for multivariate count data analysis

Language: R - Size: 107 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 50 - Forks: 18

ArkaBarua173/Clustering-of-coffee-quality

Clustering of Coffee quality with K-means and PCA

Language: Jupyter Notebook - Size: 637 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 0 - Forks: 0

AVSBharadwaj/ML_Libraries_From_Scratch

This repository contains the python implementation of various functions used in ML such as PCA and Linear Regression

Language: Jupyter Notebook - Size: 176 KB - Last synced: 9 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

fchen365/epca

Exploratory Principal Component Analysis

Language: R - Size: 703 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 11 - Forks: 2

peijin0405/ML-XGBoostModel-for-Deal-and-User-Churn-Forecast

This project employs XGBoost regression and XGBoost classifier model to predict user order and user churn on online travel agency data. Reach 97% prediction accuracy.

Language: Jupyter Notebook - Size: 41.3 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 0 - Forks: 0

Mariaorabi/HR-Analytics-Insights-Exploring-Employee-Factors-and-Organizational-Dynamics

Investigate personnel elements influencing organizational dynamics by looking at HR analytics data using python and advanced machine learning models. Forecast employment status, estimate the period of termination, and maximize performance and satisfaction initiatives.

Language: HTML - Size: 11.4 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 0

jose-jaen/FacialRecognizer

Facial Recognition system with AI and Statistical Learning models

Language: Python - Size: 972 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 0

Zilong-Li/PCAone

Ultra-Fast Principal Component Analysis All in One

Language: C++ - Size: 4.81 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 27 - Forks: 2

moon-hotel/MachineLearningWithMe

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现

Language: Python - Size: 31.5 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 227 - Forks: 41

ChristianGoueguel/HotellingEllipse

The HotellingEllipse package helps draw the Hotelling's T-squared ellipse on a PCA or PLS score scatterplot by computing the Hotelling's T-squared statistic and providing the ellipse's x-y coordinates, semi-minor, and semi-major axes lengths.

Language: R - Size: 66.8 MB - Last synced: 9 days ago - Pushed: 10 days ago - Stars: 6 - Forks: 0

thiswillbeyourgithub/AnnA_Anki_neuronal_Appendix

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

Language: Python - Size: 3.39 MB - Last synced: about 14 hours ago - Pushed: 1 day ago - Stars: 57 - Forks: 1

juandapradam12/PCA-Applied-To-Silicon-Wafer-Thickness-Analysis

Application of the statistical method principal component analysis for studying the thickness of a Silicon wafer.

Language: Python - Size: 47.9 KB - Last synced: 11 days ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

PamelaPairo/maestria_DM

Materiales de las clases prácticas de AID y Aprendizaje Automático

Language: HTML - Size: 24 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 1 - Forks: 1

DimitrisKatos/health_stroke_prediction

Prediction possible strokes using RandomForest and PCA

Language: Jupyter Notebook - Size: 117 KB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 2 - Forks: 0

zhengxwen/SNPRelate

R package: parallel computing toolset for relatedness and principal component analysis of SNP data (Development version only)

Language: C++ - Size: 17.9 MB - Last synced: 3 days ago - Pushed: about 1 month ago - Stars: 97 - Forks: 25

carpentries-incubator/high-dimensional-analysis-in-python

Language: Jupyter Notebook - Size: 50.2 MB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 0 - Forks: 4

sankeert1999/Virtual-Orientation-Tools-VOTj

Virtual Orientation Tool FIJI (VOTj) : A Fiji plugin for object centering and alignment

Language: Python - Size: 41 MB - Last synced: 12 days ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

JD2112/ComplexPCA

a ggplot PCA with complex annotation

Language: R - Size: 15.6 KB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 2 - Forks: 0

brainhack-school2020/ADHDsubtypes_project

ADHD subtypes classification project with 3 different datatypes

Language: Jupyter Notebook - Size: 60.5 MB - Last synced: 3 days ago - Pushed: 10 months ago - Stars: 21 - Forks: 4

YogiOnBioinformatics/AALS-Epigenomics-Signal-Reproducibility

Determining reproducibility of Epigenomic signal for Answer ALS

Language: Jupyter Notebook - Size: 46.7 MB - Last synced: 13 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

bhattbhavesh91/pca-multicollinearity

A simple example to show how Principal Component Analysis can be used to Address Multicollinearity

Language: Jupyter Notebook - Size: 339 KB - Last synced: 13 days ago - Pushed: almost 3 years ago - Stars: 5 - Forks: 4

erdogant/pca

pca: A Python Package for Principal Component Analysis.

Language: Jupyter Notebook - Size: 19.1 MB - Last synced: 12 days ago - Pushed: about 1 month ago - Stars: 268 - Forks: 40

Ashutosh27ind/telecomChurnPredictionModel

Build multiple logistic and tree based models and select best model to identify churners.

Language: Jupyter Notebook - Size: 32.7 MB - Last synced: 13 days ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

Ashutosh27ind/logisticRegressionTelecomChurnCaseStudy

Data Science Project: To predict which factors leads to churn and find customers who are likely to churn.

Language: Jupyter Notebook - Size: 1.98 MB - Last synced: 13 days ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

Ashutosh27ind/clustering_PCA_HELP_international

To categorize the countries using some socio-economic and health factors that determine the overall development of the country. Then you need to suggest the countries which the CEO needs to focus on the most.

Language: Jupyter Notebook - Size: 2.3 MB - Last synced: 13 days ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

nachiket273/ML_Algo_Implemented

Bare-bone and simple implementations of few Machine Learning Algorithms

Language: Jupyter Notebook - Size: 2.5 MB - Last synced: 13 days ago - Pushed: almost 4 years ago - Stars: 5 - Forks: 3

biswajitsahoo1111/PCA

These are the codes for a blog post on Principal Component Analysis (PCA).

Language: HTML - Size: 1.05 MB - Last synced: 13 days ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

windson/PCA-t-SNE

Principal Component Analysis and t-SNE

Language: Jupyter Notebook - Size: 605 KB - Last synced: 13 days ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

aashrafh/CMP450

Solution of Pattern Recognition (CMP450) labs

Language: Jupyter Notebook - Size: 11.7 MB - Last synced: 13 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

musevlt/zap Fork of ktsoto/zap

the Zurich Atmosphere Purge. Sky subtraction for MUSE.

Language: Python - Size: 4.06 MB - Last synced: 12 days ago - Pushed: 11 months ago - Stars: 10 - Forks: 9

Ohara124c41/MLND-Customer_Segments Fork of nd009/creating_customer_segments

Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Used multiple algorithms and both empirically and theoretically compared and contrasted their results. Made predictions about the natural categories of multiple types in a dataset, then checked these predictions against the result of unsupervised analysis.

Language: Jupyter Notebook - Size: 768 KB - Last synced: 13 days ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

gugarosa/facial_recognition_pca

😉 This is the repository containing a simple, yet powerful, resolution of a facial recognition task using PCA.

Language: Matlab - Size: 3.49 MB - Last synced: 13 days ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

rohitdavas/Classical-machine-learning

classical machine learning algorithms implemented in Scikit-learn

Language: Jupyter Notebook - Size: 775 KB - Last synced: 13 days ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

Praddysingh568/Prediction-of-Student-Alcoholism-and-Academic-Performance

This repository presents a study on predicting student alcoholism and academic performance using machine learning. By analyzing a dataset of student attributes, we develop models to forecast academic outcomes and alcohol usage.

Language: Jupyter Notebook - Size: 2.28 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 1 - Forks: 0

roshan076/PCA

Principal Component Analysis on different dataset.

Language: Jupyter Notebook - Size: 895 KB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

lowhung/naive-bayes-pca-mds

Implementations of MAP, Naive Bayes, PCA, MDS, ISOMAP and some compression

Language: Python - Size: 1.82 MB - Last synced: 14 days ago - Pushed: almost 7 years ago - Stars: 3 - Forks: 0

atgu/GWASpy

GWAS QC, PCA, haplotype phasing, genotype imputation

Language: Python - Size: 6.1 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 15 - Forks: 4

ansost/NoClu

Code for the AP project for the class 'Advanced Python for NLP' on Russian noun clustering.

Language: Jupyter Notebook - Size: 41.5 MB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 1 - Forks: 0

easystats/parameters

:bar_chart: Computation and processing of models' parameters

Language: R - Size: 88.9 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 403 - Forks: 38

tengjuilin/vampire-analysis

VAMPIRE (Visually Aided Morpho-Phenotyping Image Recognition) analysis quantifies and visualizes heterogeneity of cell and nucleus morphology.

Language: Python - Size: 4.16 MB - Last synced: 15 days ago - Pushed: about 1 year ago - Stars: 2 - Forks: 1

alonfnt/pcax

Minimal Principal Component Analysis (PCA) implementation in JAX

Language: Python - Size: 14.6 KB - Last synced: 12 days ago - Pushed: 2 months ago - Stars: 13 - Forks: 1

RezaDastranj/PCA-GEE

Forecasting Mortality Rates: Unveiling Patterns with a PCA-GEE Approach

Language: CSS - Size: 616 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 0 - Forks: 0

MoritzM00/drcomp

Comparison of dimensionality reduction (drcomp)

Language: Python - Size: 483 KB - Last synced: 1 day ago - Pushed: 16 days ago - Stars: 1 - Forks: 0

manoharpalanisamy/Machine-Learning

It consists of base machine learning algorithms and applied mathematics has Involved

Language: HTML - Size: 255 MB - Last synced: 17 days ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

NicholasSynovic/CAHPR 📦

Cluster Analysis of Housing Prices in Relation to Crime (CAHPR) is a student led project to analyze both crime and housing data to find assess different factors that impact housing prices in the city of Chicago, Illinois in the year 2010.

Language: Python - Size: 31.6 MB - Last synced: 17 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1