functional-data-analysis
There are 65 repositories under functional-data-analysis topic.
GAA-UAM/scikit-fda
Functional Data Analysis Python package
Jiacheng-Zhu-AIML/FOT
Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data
jwyyy/AdaFNN
[ICML 2021] Deep Learning for Functional Data Analysis with Adaptive Basis Layers
fdaPDE/fdaPDE-cpp
A C++ library for physics-informed spatial and functional data analysis over complex domains.
fdaPDE/fdaPDE-R
The R wrapper to the fdaPDE library for physics-informed spatial and functional data analysis.
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"
moviedo5/fda.usc
Functional Data Analysis and Utilities for Statistical Computing
nacro711072/MFPCA
Multi-dimensional Functional Principal Component Analysis
fchamroukhi/FLaMingos
Functional Latent datA Models for clusterING heterogeneOus curveS
scalation/fda
Functional Data Analysis Group
AlePalu/fdaPDE
fdaPDE: Physics-Informed Spatial and Functional Data Analysis
cran-task-views/FunctionalData
CRAN Task View: Functional Data Analysis
Functional-Data-Clustering/Functional-Data
A repository for function data
haozhestat/spatialFDA
R code and dataset for the paper on spatially functional data
javzapata/fgm
R package for Partially Separable Multivariate Functional Data and Functional Graphical Models
WeilongZ/FRR-vs-DTW
This project is to compare our Fisher-Rao registration framework to the Dynamic Time Warping (DTW) to analyze neural signals such as EEG and fMRI where phase variability plays an important role in the data. The code provided here illustrate comparisons with simulation examples.
0todd0000/rft1d
One-Dimensional Random Field Theory in Python
egarpor/rp.flm.test
Software companion for "Goodness-of-fit tests for the functional linear model based on randomly projected empirical processes"
modal-inria/cfda
Categorical Functional Data Analysis
ndmarco/BayesFMMM
Bayesian Functional Mixed Membership Models
paulinamoskwa/R-Stats
Easy-to-use collection of statistical methods and techniques, all written in R đź—‚
eardi/sm-fpca
MATLAB implementation of Smooth Manifold FPCA (SM-FPCA)
iguanamarina/neuroSCC
This package provides auxiliary functions for calculating Simultaneous Confidence Corridors (SCCs) on PET neuroimaging data. This package is developed as an auxiliary package to the project:
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.
pablomm/TFG
Bachelor's thesis: Functional data analysis: interpolation, registration, and nearest neighbors in scikit-fda
DavideLaManna/Covariance-Estimation-for-Matrix-variate-Data
Semester project about Covariance Estimators for Matrix-variate Data
DenisAShah/FDAcourse2019
Prof. Cao's Slides and R codes for Functional Data Analysis Course
DenisAShah/RStudioMeetup_FDA
Intro to Functional Data Analysis - Part 2 RStudio Meetup Talk
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).
kiranvad/Amplitude-Phase-Distance
A light-weight repository to compute Amplitude Phase distance between two functions
matthieumeo/sphericov
Companion Jupyter notebook of the paper "Functional Estimation of Anisotropic Covariance and Autocovariance Operators on the Sphere"
mspreafico/BO06-FunCM
Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma.
Niccolo-Ajroldi/Functional-BNP-clustering
Bayesian nonparametric clustering of functional data.
Niccolo-Ajroldi/Shiny-App-Black-Sea-Forecast
Shiny App implementation. Forecasting Black Sea anomalies + Conformal Prediction bands.
teobucci/nonparametric-analysis-US-dairy-production-consumption
Project for the Nonparametric Statistics course of the MSc in Mathematical Engineering @ Polimi (A.Y. 2022-2023).
Tomas-Pompa/MastersThesis
Masters Thesis