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.
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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/)
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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
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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 🗂
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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
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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
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DenisAShah/RStudioMeetup_FDA Fork of MatthewMalloure/RStudioMeetup_FDA
Intro to Functional Data Analysis - Part 2 RStudio Meetup Talk
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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.
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DavideLaManna/Covariance-Estimation-for-Matrix-variate-Data
Semester project about Covariance Estimators for Matrix-variate Data
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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
