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

GitHub topics: functional-data-analysis

XMU-Kuangnan-Fang-Team/GENetLib

A Python library for Gene–environment interaction analysis via deep learning

Language: Python - Size: 4.41 MB - Last synced at: about 5 hours ago - Pushed at: about 6 hours ago - Stars: 156 - Forks: 19

Davidvandijcke/R3D

Implementation of Van Dijcke, David. "Regression Discontinuity Design with Distribution-Valued Outcomes." Manuscript.

Language: R - Size: 1.33 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

iguanamarina/PhD-2024-SCC-vs-SPM-SinglePatient-vs-Group

Arias-López, J. A., Cadarso-Suárez, C., & Aguiar-Fernández, P. (Under review). Simultaneous Confidence Corridors in neuroimage data analysis: applications for Alzheimer's Disease diagnosis.

Language: HTML - Size: 1.61 GB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

iguanamarina/PhD-2023-SCC-vs-SPM-Group-vs-Group

Arias-López, J. A., Cadarso-Suárez, C., & Aguiar-Fernández, P. (Under review). Simultaneous Confidence Corridors in neuroimage data analysis: applications for Alzheimer's Disease diagnosis.

Language: R - Size: 1.42 GB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

kiranvad/Amplitude-Phase-Distance

A light-weight repository to compute Amplitude Phase distance between two functions

Language: Jupyter Notebook - Size: 526 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 3 - Forks: 1

fdaPDE/fdaPDE-R

The R wrapper to the fdaPDE library for physics-informed spatial and functional data analysis.

Language: R - Size: 221 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 18 - Forks: 5

fdaPDE/fdaPDE-cpp

A C++ library for physics-informed spatial and functional data analysis over complex domains.

Language: C++ - Size: 55.7 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 23 - Forks: 14

iguanamarina/neuroSCC

Auxiliary functions for calculating Simultaneous Confidence Corridors (SCCs) on PET neuroimaging data.

Language: R - Size: 103 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 2 - Forks: 0

0todd0000/rft1d

One-Dimensional Random Field Theory in Python

Language: Python - Size: 14.2 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 3 - Forks: 3

Functional-Data-Clustering/Functional-Data-Clustering.github.io

Functional-Data-Clustering webpage (https://functional-data-clustering.github.io/)

Language: HTML - Size: 35 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

GAA-UAM/scikit-fda

Functional Data Analysis Python package

Language: Python - Size: 12.6 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 325 - Forks: 62

Functional-Data-Clustering/Functional-Data

A repository for function data

Size: 148 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 5 - Forks: 0

Functional-Data-Clustering/Software

A repository of functional data clustering software

Size: 2.93 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 1 - Forks: 0

depa-tto/Functional-Data-Analysis-Project

Functional Data Analysis project on stocks with kernel smoothing

Language: R - Size: 5.87 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

vinhtantran/puls

Partitioning Using Local Subregions

Language: R - Size: 3.94 MB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Jedrzej-Wydra/temperature-reconstruction

Forensically useful mid-term and short-term temperature reconstruction for quasi-indoor death scenes

Language: Jupyter Notebook - Size: 4.04 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

depa-tto/Functional-Data-Analysis-exam

Functional Data Analysis course provided by the Vilnius University during the Erasmus - year 2024/25

Language: R - Size: 29.3 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

modal-inria/cfda

Categorical Functional Data Analysis

Language: R - Size: 23.2 MB - Last synced at: 22 days ago - Pushed at: 4 months ago - Stars: 4 - Forks: 2

aynazadl/audiometric_thresholds_speech_recognition_errors

Relationship between audiometric thresholds and speech recognition errors: phonetic substitutions, addition or deletion of phonological features

Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

iguanamarina/PhD-2021-Computational-Issues-in-the-Application-of-Functional-Data-Analysis-to-Imaging-Data

Arias-López, J. A., Cadarso-Suárez, C., & Aguiar-Fernández, P. (2021). Computational Issues in the Application of Functional Data Analysis to Imaging Data (pp. 630–638).

Language: R - Size: 2.95 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

iguanamarina/PhD-2022-Functional-Data-Analysis-for-Imaging-Mean-Function-Estimation-Computing-Times-and-Paramete

Arias-López JA, Cadarso-Suárez C, Aguiar-Fernández P. Functional Data Analysis for Imaging Mean Function Estimation: Computing Times and Parameter Selection. Computers. 2022; 11(6):91.

Language: R - Size: 2.23 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

Jedrzej-Wydra/independence

Independence of functional data

Language: Jupyter Notebook - Size: 4.74 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

moviedo5/fda.usc

Functional Data Analysis and Utilities for Statistical Computing

Language: R - Size: 9.04 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 10 - Forks: 4

Jedrzej-Wydra/Jedrzej-Wydra

The place, where everything started.

Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

cran-task-views/FunctionalData

CRAN Task View: Functional Data Analysis

Language: R - Size: 77.1 KB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 1

Filippo-Galli/Electricity-spot-market-prediction

This project analyzes electricity spot market demand and offer curves to predict the equilibrium price.

Language: R - Size: 79.1 MB - Last synced at: 7 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1

ndmarco/BayesFMMM

Bayesian Functional Mixed Membership Models

Language: C++ - Size: 369 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 1

mohammad-fayaz/RSRF

Random Splitting Random Forest algorithms for mixed data including functional and scalar data. (Response Types: Continuous, Categorical, Survival) Version 1.0

Language: R - Size: 846 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Tomas-Pompa/MastersThesis

Masters Thesis

Language: TeX - Size: 56.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

scalation/fda

Functional Data Analysis Group

Language: Scala - Size: 7.98 MB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 5 - Forks: 2

egarpor/goffda

Goodness-of-fit tests for functional data analysis. Software companion for "A goodness-of-fit test for the functional linear model with functional response"

Language: R - Size: 5.25 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 3

Jiacheng-Zhu-AIML/FOT

Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data

Language: Python - Size: 8.58 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 22 - Forks: 4

paulinamoskwa/R-Stats

Easy-to-use collection of statistical methods and techniques, all written in R 🗂

Language: HTML - Size: 6.31 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

yixlu/FunctionalDataAnalysis_PM2.5

Functional data analysis of PM 2.5 level in Beijing from 2010-2014

Size: 4.61 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

code-instable/ENSAI-3A-FDA-Presentation-APLS

Présentation de la méthodologie autour de la PLS pour les données fonctionnelles. Construit en utilisant reveal.js et mathjax.

Language: JavaScript - Size: 43.2 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Niccolo-Ajroldi/Functional-BNP-clustering

Bayesian nonparametric clustering of functional data.

Language: R - Size: 175 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Qian-Li/HFM

Rcpp Package implements Hierarchical Functional Models

Language: C++ - Size: 38.1 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

FSUgenomics/SRSFN

SRSF framework for nucleosome positioning analysis

Language: PostScript - Size: 329 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

DenisAShah/tidyfun Fork of tidyfun/tidyfun

Clean, wholesome, tidy fun with functional data in R

Size: 112 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

DenisAShah/FDAcourse2019 Fork of caojiguo/FDAcourse2019

Prof. Cao's Slides and R codes for Functional Data Analysis Course

Size: 7.47 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

DenisAShah/RStudioMeetup_FDA Fork of MatthewMalloure/RStudioMeetup_FDA

Intro to Functional Data Analysis - Part 2 RStudio Meetup Talk

Size: 1.03 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

pablomm/TFG

Bachelor's thesis: Functional data analysis: interpolation, registration, and nearest neighbors in scikit-fda

Language: TeX - Size: 94.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

samantha-bothwell/BIOS6643_FinalProject

Final project for longitudinal data analysis. Models change in weight over time with a linear mixed model.

Language: HTML - Size: 9.9 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

DavideLaManna/Covariance-Estimation-for-Matrix-variate-Data

Semester project about Covariance Estimators for Matrix-variate Data

Language: HTML - Size: 15.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

AlePalu/fdaPDE Fork of fdaPDE/fdaPDE

fdaPDE: Physics-Informed Spatial and Functional Data Analysis

Language: C++ - Size: 38.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 3

nacro711072/MFPCA

Multi-dimensional Functional Principal Component Analysis

Language: Jupyter Notebook - Size: 2.1 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 7 - Forks: 10

javzapata/fgm

R package for Partially Separable Multivariate Functional Data and Functional Graphical Models

Language: R - Size: 11.1 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

haozhestat/spatialFDA

R code and dataset for the paper on spatially functional data

Language: R - Size: 4.62 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

jwyyy/AdaFNN

[ICML 2021] Deep Learning for Functional Data Analysis with Adaptive Basis Layers

Language: Jupyter Notebook - Size: 277 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 5

emanuelegdepaoli/fcrc

Functional Concurrent Regression with Compositional Covariates

Language: R - Size: 176 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

aldomann/maths-for-bigdata

Maths for Big Data

Language: R - Size: 3.08 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

matthieumeo/sphericov

Companion Jupyter notebook of the paper "Functional Estimation of Anisotropic Covariance and Autocovariance Operators on the Sphere"

Language: Jupyter Notebook - Size: 3.45 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

eardi/sm-fpca

MATLAB implementation of Smooth Manifold FPCA (SM-FPCA)

Language: MATLAB - Size: 13.2 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

ShaunMcDonald1021/FRODO

Code and Documentation for Functional Regression on Densities of Observations (FRODO)

Language: R - Size: 902 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

DavidSolan0/functional_outlier_time_series_detection

This repo contains a proposal for functional time series outlier detection based on multivariate functional processes and functional depths.

Language: R - Size: 20.5 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

abshev/funcSynth

R package implementing the Functional Synthetic Control Method

Language: R - Size: 117 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

MicheleDiSabato/AppliedStatistics

Collection of some exercises and code snippets for the course of Applied Statistics [Politecnico di Milano, 2020/2021] by Professor Piercesare Secchi.

Language: R - Size: 611 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

Niccolo-Ajroldi/Shiny-App-Black-Sea-Forecast

Shiny App implementation. Forecasting Black Sea anomalies + Conformal Prediction bands.

Language: R - Size: 35.7 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

jeremieboudreault/habitat_suitability_curves_fda

Scientific research taking a new look at habitat suitability curves through functional data analysis.

Language: R - Size: 4.93 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Niccolo-Ajroldi/Functional-Autoregressive-Process-2D

Repository containing a gif of the evolution of a Functional Autoregressive Process of order one, namley a FAR(1) model.

Size: 302 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

egarpor/rp.flm.test

Software companion for "Goodness-of-fit tests for the functional linear model based on randomly projected empirical processes"

Language: R - Size: 715 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

fchamroukhi/FLaMingos

Functional Latent datA Models for clusterING heterogeneOus curveS

Language: R - Size: 14.1 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

egarpor/data-gofflm

Data for the reproducibility of Cuesta-Albertos et al. (2019)

Language: R - Size: 714 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

aefdz/localFDA

Localization processes for functional data analysis. Software companion for the paper “Localization processes for functional data analysis” by Elías, A., Jiménez, R., and Yukich, J. (2020)

Language: R - Size: 2.25 MB - Last synced at: 27 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

modal-inria/Funclustering

Model-based clustering algorithm for multivariate functional data

Language: C++ - Size: 44.9 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

pedrorohde/landmark-registration

Functional Data Analysis: curve alignment through landmark registration.

Language: Jupyter Notebook - Size: 895 KB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

javzapata/Presentations

Presentations I have prepared for different courses and lab seminar throughout my PhD

Size: 44.3 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

fchamroukhi/mixHMM_m

Clustering and segmentation of heteregeneous functional data (sequential data) by mixture of gaussian Hidden Markov Models (MixFHMMs) and the EM algorithm

Language: MATLAB - Size: 120 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

acabassi/fdcov Fork of cran/fdcov

R package for the analysis of covariance operators of functional data

Language: R - Size: 4.03 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Related Keywords
functional-data-analysis 69 r 14 statistics 12 machine-learning 11 clustering 10 data-science 8 functional-data-clustering 7 python 5 medical-imaging 4 computational-biology 4 article 4 time-series 4 nonparametric-statistics 4 nonparametric-regression 3 statistical-learning 3 functional-data 3 classification 3 open-data-science 3 reproducible-research 3 goodness-of-fit 3 spatial-statistics 3 pca 3 unsupervised-learning 3 fda 3 deep-learning 3 hypothesis-testing 3 artificial-intelligence 2 baum-welch-algorithm 2 random-projections 2 dimensionality-reduction 2 python3 2 gaussian-processes 2 forensic-science 2 covariance-estimation 2 graphical-models 2 rstats 2 mathematics 2 simulation 2 principal-component-analysis 2 bayesian-statistics 2 r-package 2 curve-clustering 2 bootstrap 2 smoothing 2 em-algorithm 2 density-estimation 2 spatial-data-analysis 2 hidden-markov-models 2 conformal-prediction 2 mixture-models 2 causal-inference 2 local-polynomial-regression 2 time-series-analysis 2 karhunen-loeve 1 rcpparmadillo 1 functional-data-structure 1 gene-expression 1 cv-partition 1 arrayfire 1 spatio-temporal-statistics 1 rcpp 1 neuroimaging-data 1 latent-factor-model 1 neuroscience 1 bayesian-nonparametric-models 1 prediction 1 gibbs-sampler 1 bioinformatics 1 genomics 1 regularization-methods 1 pde 1 ngs 1 ngs-analysis 1 ngs-pipeline 1 longitudinal-data 1 universidad-autonoma-de-madrid 1 nucleosome-positioning 1 trabajo-fin-grado 1 scikit-fda 1 nucleosomes 1 bachelor-thesis 1 shape-analysis 1 srsf 1 ecological-modelling 1 autoregressive-models 1 dynamic-programming 1 hidden-process-regression 1 piecewise-regression 1 statistical-analysis 1 statistical-inference 1 imputation 1 outliers-detection 1 curve-alignment 1 curve-registration 1 feature-registration 1 landmark-registration 1 kernel-methods 1 neuroimaging 1 sparsity-optimization 1 generative-models 1