NeuroMiner

v1.4 is a major update of the NeuroMiner ML platform's preprocessing, optimization, visualization and interpretation functions.
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Updated 27 Oct 2025

Cite As

Nikolaos Koutsouleris (2025). NeuroMiner (https://github.com/neurominer-git/NeuroMiner/releases/tag/v1.4), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2024b
Compatible with R2022b to R2025a
Platform Compatibility
Windows macOS Linux

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FeatGen

FeatGen/FEAST

FeatGen/FEAST/FSToolbox

FeatGen/FEAST/MIToolbox

FeatGen/FEAST/MIToolbox/demonstration_algorithms

FeatGen/GFlip

FeatGen/IMRelief

FeatGen/MRMR

FeatGen/NNMF

FeatGen/RGS

FeatGen/RSS

FeatGen/SA

FeatGen/SVM

FeatGen/Simba

FeatGen/pnmf

JuSpace

MIToolbox-master/matlab

MIToolbox-master/matlab/demonstration_algorithms

Python

automation

cfiles

config

config/data_import

ensemble

extra

graphs

graphs/graph_kernels/labeled

graphs/graph_kernels/svm

graphs/graph_kernels/unlabeled

graphs/graph_kernels/unlabeled/allgraphlets

graphs/graph_kernels/unlabeled/connectedgraphlets

graphs/graph_kernels/unlabeled/samplinggraphlets

graphs/graph_preproc

graphs/graph_preproc/BCT

graphs/graph_preproc/BCT/2019_03_03_BCT

graphs/graph_preproc/BCT/2019_03_03_BCT/data_and_demos

graphs/graph_preproc/SmallWorldNess-master

graphs/graph_preproc/kde

graphs/graph_preproc/kldiv

graphs/graph_preproc/mi

graphs/graph_preproc/minf

gridsearch

gui

gui/export_fig

gui/export_fig/export_fig-master

hpc

interpretable

interpretable/shapley

preproc

preproc/FastICA_25

preproc/Modular

preproc/NMF_Library

preproc/NMF_Library/auxiliary

preproc/NMF_Library/auxiliary/clustering_evaluator

preproc/NMF_Library/auxiliary/distribution

preproc/NMF_Library/auxiliary/initialization

preproc/NMF_Library/auxiliary/k-means

preproc/NMF_Library/auxiliary/similarity_matrix

preproc/NMF_Library/plotter

preproc/NMF_Library/plotter/plot_dictionary

preproc/NMF_Library/solver/3rd_party/anls

preproc/NMF_Library/solver/3rd_party/gnmf

preproc/NMF_Library/solver/3rd_party/pgd

preproc/NMF_Library/solver/3rd_party/sdnmf

preproc/NMF_Library/solver/base

preproc/NMF_Library/solver/nenmf

preproc/NMF_Library/solver/online

preproc/NMF_Library/solver/orthogonal

preproc/NMF_Library/solver/probabilistic

preproc/NMF_Library/solver/robust

preproc/NMF_Library/solver/semi_nmf

preproc/NMF_Library/solver/sparse

preproc/NMF_Library/solver/symm

preproc/NMF_Library/test

preproc/NMF_Library_v2

preproc/NMF_Library_v2/auxiliary

preproc/NMF_Library_v2/auxiliary/clustering_algorithm

preproc/NMF_Library_v2/auxiliary/clustering_evaluator

preproc/NMF_Library_v2/auxiliary/distribution

preproc/NMF_Library_v2/auxiliary/initialization

preproc/NMF_Library_v2/auxiliary/nesterov_tools

preproc/NMF_Library_v2/auxiliary/similarity_matrix

preproc/NMF_Library_v2/plotter

preproc/NMF_Library_v2/plotter/plot_dictionary

preproc/NMF_Library_v2/solver

preproc/NMF_Library_v2/solver/3rd_party/gnmf

preproc/NMF_Library_v2/solver/3rd_party/sdnmf

preproc/NMF_Library_v2/solver/3rd_party/test

preproc/NMF_Library_v2/solver/convex

preproc/NMF_Library_v2/solver/convex/convex_auxiliary

preproc/NMF_Library_v2/solver/convex/test

preproc/NMF_Library_v2/solver/convolutive

preproc/NMF_Library_v2/solver/convolutive/convolutive_auxiliary

preproc/NMF_Library_v2/solver/convolutive/test

preproc/NMF_Library_v2/solver/deep

preproc/NMF_Library_v2/solver/deep/test

preproc/NMF_Library_v2/solver/divergence

preproc/NMF_Library_v2/solver/divergence/test

preproc/NMF_Library_v2/solver/frobenius_norm

preproc/NMF_Library_v2/solver/frobenius_norm/base_auxiliary

preproc/NMF_Library_v2/solver/frobenius_norm/test

preproc/NMF_Library_v2/solver/minvol

preproc/NMF_Library_v2/solver/minvol/minvol_auxiliary

preproc/NMF_Library_v2/solver/minvol/test

preproc/NMF_Library_v2/solver/nesterov

preproc/NMF_Library_v2/solver/nesterov/test

preproc/NMF_Library_v2/solver/nmtf

preproc/NMF_Library_v2/solver/nmtf/test

preproc/NMF_Library_v2/solver/nn_under_approx

preproc/NMF_Library_v2/solver/nn_under_approx/test

preproc/NMF_Library_v2/solver/nnls

preproc/NMF_Library_v2/solver/online

preproc/NMF_Library_v2/solver/online/online_auxiliary

preproc/NMF_Library_v2/solver/online/test

preproc/NMF_Library_v2/solver/ordinal

preproc/NMF_Library_v2/solver/orthogonal

preproc/NMF_Library_v2/solver/orthogonal/test

preproc/NMF_Library_v2/solver/probabilistic

preproc/NMF_Library_v2/solver/probabilistic/test

preproc/NMF_Library_v2/solver/projective

preproc/NMF_Library_v2/solver/projective/test

preproc/NMF_Library_v2/solver/rank2

preproc/NMF_Library_v2/solver/rank2/test

preproc/NMF_Library_v2/solver/robust

preproc/NMF_Library_v2/solver/robust/test

preproc/NMF_Library_v2/solver/semi

preproc/NMF_Library_v2/solver/semi/semi_auxiliary

preproc/NMF_Library_v2/solver/semi/test

preproc/NMF_Library_v2/solver/separable

preproc/NMF_Library_v2/solver/separable/test

preproc/NMF_Library_v2/solver/sparse

preproc/NMF_Library_v2/solver/sparse/sparse_auxiliary

preproc/NMF_Library_v2/solver/sparse/test

preproc/NMF_Library_v2/solver/symmetric

preproc/NMF_Library_v2/solver/symmetric/test

preproc/NMF_Library_v2/solver/weight_lowrank_aprox

preproc/NMF_Library_v2/solver/weight_lowrank_aprox/test

preproc/NMF_Soteiras

preproc/NeNMF

preproc/SparsePLS

preproc/combat

preproc/drrobust

preproc/drtoolbox

preproc/drtoolbox/techniques

preproc/drtools

preproc/mi

preproc/nmfv1_4

script_usage

simulation

trainpredict

trainpredict/BBQ

trainpredict/GAFeatSel

trainpredict/HYDRA

trainpredict/LIBSVM-Plus-2.89

trainpredict/MALSAR-1.0

trainpredict/MALSAR-1.0/MALSAR/c_files/largescale_ops

trainpredict/MALSAR-1.0/MALSAR/functions/CMTL

trainpredict/MALSAR-1.0/MALSAR/functions/Lasso

trainpredict/MALSAR-1.0/MALSAR/functions/SRMTL

trainpredict/MALSAR-1.0/MALSAR/functions/cASO

trainpredict/MALSAR-1.0/MALSAR/functions/calibration

trainpredict/MALSAR-1.0/MALSAR/functions/dirty

trainpredict/MALSAR-1.0/MALSAR/functions/iMSF

trainpredict/MALSAR-1.0/MALSAR/functions/joint_feature_learning

trainpredict/MALSAR-1.0/MALSAR/functions/low_rank

trainpredict/MALSAR-1.0/MALSAR/functions/msmtfl

trainpredict/MALSAR-1.0/MALSAR/functions/mutli-task clustering

trainpredict/MALSAR-1.0/MALSAR/functions/pacifier

trainpredict/MALSAR-1.0/MALSAR/functions/pacifier/private

trainpredict/MALSAR-1.0/MALSAR/functions/progression_model/TGL

trainpredict/MALSAR-1.0/MALSAR/functions/progression_model/cFSGL

trainpredict/MALSAR-1.0/MALSAR/functions/progression_model/nFSGL

trainpredict/MALSAR-1.0/MALSAR/functions/rMTFL

trainpredict/MALSAR-1.0/MALSAR/functions/robust

trainpredict/MALSAR-1.0/MALSAR/functions/sparse_low_rank

trainpredict/MALSAR-1.0/MALSAR/utils

trainpredict/MALSAR-1.0/examples

trainpredict/MALSAR-1.0/examples/train_and_test

trainpredict/MRVR

trainpredict/SB2_Release_200

trainpredict/SB2_Release_200/SB1_Release_110

trainpredict/SVEN

trainpredict/blogreg

trainpredict/elm_linear

trainpredict/glmnet

trainpredict/liblinear-2.44/matlab

trainpredict/liblinear-2.47/matlab

trainpredict/libsvm-mat-2.9-1

trainpredict/libsvm-weights-3.12/matlab

trainpredict/mRVMs

trainpredict/matLearn2016

trainpredict/matLearn2016/binaryclass

trainpredict/matLearn2016/helpers/kernels

trainpredict/matLearn2016/helpers/loss functions

trainpredict/matLearn2016/helpers/misc

trainpredict/matLearn2016/helpers/misc/data manipulation

trainpredict/matLearn2016/helpers/misc/mathematical convenience functions

trainpredict/matLearn2016/helpers/misc/plotting

trainpredict/matLearn2016/helpers/optimization

trainpredict/matLearn2016/helpers/optimization/L1General

trainpredict/matLearn2016/helpers/optimization/L1General/KPM

trainpredict/matLearn2016/helpers/optimization/L1General/L1General2

trainpredict/matLearn2016/helpers/optimization/L1General/l1general

trainpredict/matLearn2016/helpers/optimization/L1General/l1general/sub

trainpredict/matLearn2016/helpers/optimization/L1General/lossFuncs

trainpredict/matLearn2016/helpers/optimization/L1General/misc

trainpredict/matLearn2016/helpers/optimization/minConf

trainpredict/matLearn2016/helpers/optimization/minConf/minConf

trainpredict/matLearn2016/helpers/optimization/minFunc_2012

trainpredict/matLearn2016/helpers/optimization/minFunc_2012/autoDif

trainpredict/matLearn2016/helpers/optimization/minFunc_2012/logisticExample

trainpredict/matLearn2016/helpers/optimization/minFunc_2012/minFunc

trainpredict/matLearn2016/helpers/optimization/minFunc_2012/minFunc/compiled

trainpredict/matLearn2016/multiclass

trainpredict/matLearn2016/multilabel

trainpredict/matLearn2016/ordinal

trainpredict/matLearn2016/regression

trainpredict/matLearn2016/unsupervised

trainpredict/popfeatsel

trainpredict/sqb-0.1/src/MatrixSQB

trainpredict/sqb-0.1/tests

trainpredict/weibull_cox_v_1_1_4

util

util/+NBP

util/freesurfer

visual

visual/altmany-export_fig-a2b5d52

visual/tabpanel2.8.1

Version Published Release Notes
1.4

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.