Pinned Repositories
PCNtoolkit
Toolbox for normative modelling and spatial inference of neuroimaging data. https://pcntoolkit.readthedocs.io/en/latest/
MALSAR
Multi-task learning via Structural Regularization
auto-sklearn
CARLA
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
cbpktst
Cluster-Based Permutation Kernel Two-Sample Test
DCT_Interpretation
The DCT orthogonal space is employed to increase the interpretability of sparse logistic regression model once applied to the MEG data
DNM
Deep normative modeling of neuroimaging data using neural processes for mixed-effect modeling
MEGDecoder
A MATLAB GUI for decoding MEG signal
MTJFL_MEG
MTNorm
smkia's Repositories
smkia/DNM
Deep normative modeling of neuroimaging data using neural processes for mixed-effect modeling
smkia/MTNorm
smkia/DCT_Interpretation
The DCT orthogonal space is employed to increase the interpretability of sparse logistic regression model once applied to the MEG data
smkia/MEGDecoder
A MATLAB GUI for decoding MEG signal
smkia/MTJFL_MEG
smkia/auto-sklearn
smkia/CARLA
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
smkia/cbpktst
Cluster-Based Permutation Kernel Two-Sample Test
smkia/convnets-keras
smkia/DecMeg2014
Official Repository of the code associated with the data analysis competition DecMeg2014
smkia/deeppy
Deep learning in Python
smkia/fieldtrip
The MATLAB software toolbox for MEG and EEG analysis
smkia/GPmat
Matlab implementations of Gaussian processes and other machine learning tools.
smkia/ICA-AROMA
Software package of ICA-AROMA; a data-driven method to identify and remove motion-related independent components from functional MRI data.
smkia/interpretability
smkia/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.
smkia/kernel_two_sample_test
A python implementation of the kernel two-samples test as in Gretton et al 2012 (JMLR).
smkia/KTST
Kernel two sample test MATLAB code for MEG data
smkia/MALSAR
Multi-task learning via Structural Regularization
smkia/MTL_Interpretation
smkia/Multivariate-Hypothesis-Testing
Multivariate-Hypothesis-Testing
smkia/neuroCombat
Harmonization of multi-site imaging data with ComBat (Python)
smkia/nispat
Spatial methods for python
smkia/pygp_kronsum