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bids-examples

A set of BIDS compatible datasets with empty nifti files that can be used for testing software.

cbig

course-content

Summer course content for Neuromatch Academy

cs230-final-project

CS 230 Final project. Owned by Soham Gadgil, Sun Woo Kang, and Erick Siavichay-Velasco

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

d2l-pytorch-colab

Automatically Generated Notebooks for Colab

diagnostics-nsa

dynamic-brain-network-modularity

Temporal Stability of Modular Brain Network Organization - and its Relationship with Individual Differences (e.g., in General Intelligence)

dynamic_brain_connectivity_analysis

This repository will cover our developed algorithms and techniques for dynamic brain connectivity analysis.

eeg-classification-using-recurrent-neural-network

Used LSTM Network to classify eeg signals based on stimuli the subject recieved (visual or audio)

feature-selection-for-machine-learning

Code repository for the online course Feature Selection for Machine Learning

first-validation

fmri_codes

hcppipelines

hierarchical-brain-networks

Determining the Hierarchical Architecture of the Human Brain Using Subject-Level Clustering of Functional Networks

hierarchicalconsensus

Identify hierarchical community structure in networks using consensus clustering

hw2

Generative models

hw3

imo2020

İstanbul'da Makine Öğrenmesi (27 Ocak- 2 Şubat, 2020) - Ders malzemeleri

integration

Code supporting 'The Dynamics of Functional Brain Networks: Integrated Network States during Cognitive Task Performance'

neurodatasci-course-2019

notes

Contains Example Programs and Notebooks for some courses at Bogazici University, Department of Computer Engineering

prml

PRML algorithms implemented in Python

prmlt

Matlab code of machine learning algorithms in book PRML

ps1

Project Submission PS

sparsecpm_analyses

Rost(2022)

tiny_python_projects

Learning Python through test-driven development of games and puzzles

tvb-library

The science behind The Virtual Brain

vbyo

Veri Bilim - Yapay Öğrenme Yaz Okulu