mne-bidsMNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.
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FieldtripThe MATLAB toolbox for MEG, EEG and iEEG analysis
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python-meegkitπ§π§ MEEGkit: MEG & EEG processing toolkit in Python π§ π§
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threeBrain3D Visualization of Brain MRI
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apertureMatlab toolbox for univariate and multivariate analysis of EEG data in the time and frequency domains
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bids-matlabMATLAB / Octave tools for BIDS datasets
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dmipyThe open source toolbox for reproducible diffusion MRI-based microstructure estimation
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BrainflowBrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
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Neurotech CourseCS198-96: Intro to Neurotechnology @ UC Berkeley
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hnn-coreSimulation and optimization of neural circuits for MEG/EEG source estimates
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brainlitMethod container for computational neuroscience on brains.
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Dcm2BidsReorganising NIfTI files from dcm2niix into the Brain Imaging Data Structure
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TapasTAPAS - Translational Algorithms for Psychiatry-Advancing Science
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Hitchhackers guide brainA list of tutorials and other resources useful to learn open science and neuroimaging, EEG and MEG
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FooofParameterizing neural power spectra into periodic & aperiodic components.
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Neurokit.pyA Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
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brainGraphGraph theory analysis of brain MRI data
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nidbNeuroInformatics Database
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clinicaSoftware platform for clinical neuroimaging studies
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MoabbMother of All BCI Benchmarks
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mrivismedical image visualization library and development toolkit
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Eelbraineelbrain.readthedocs.io
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Mne CppMNE-CPP: A Framework for Electrophysiology
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mnelabMNELAB β a GUI for MNE
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Psycho.rAn R package for experimental psychologists
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syncopySystems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data
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DeepeegDeep Learning with Tensor Flow for EEG MNE Epoch Objects
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visualqcVisualQC : assistive tool to ease the quality control workflow of neuroimaging data.
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EntropyEntroPy: complexity of time-series in Python (DEPRECATED)
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EegruntA Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse
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CereLinkBlackrock Microsystems Cerebus Link for Neural Signal Processing
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openmeegA C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.
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pyRiemannPython machine learning package based on sklearn API for multivariate data processing and statistical analysis of symmetric positive definite matrices via Riemannian geometry
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ecogVISTime series visualizer and data processing tools for Electrocorticography (ECoG) signals stored in NWB files, for Python.
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BrainiakBrain Imaging Analysis Kit
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giftiMATLAB/Octave GIfTI Library
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antropyAntroPy: entropy and complexity of (EEG) time-series in Python
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PyriemannPython package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface
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Csinva.github.ioSlides, paper notes, class notes, blog posts, and research on ML π, statistics π, and AI π€.
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MIRACLMulti-modal Image Registration And Connectivity anaLysis
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hnnThe Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on circuit mechanisms underlying EEG/MEG data.
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NeuroCore.jlCore methods and structures for neuroscience research in Julia.
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Dcm2niixdcm2nii DICOM to NIfTI converter: compiled versions available from NITRC
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Openbci DashboardA fullstack javascript app for capturing and visualizing OpenBCI EEG data
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HackermathIntroduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
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Parquet IndexSpark SQL index for Parquet tables
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RootThe official repository for ROOT: analyzing, storing and visualizing big data, scientifically
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TedanaTE-dependent analysis of multi-echo fMRI
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ImpyImpy is a Python3 library with features that help you in your computer vision tasks.
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PorcupineThreading, Resiliency and Monitoring for Java EE 7/8
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Wait4disneyShanghai Disney Waiting Queue Statistics δΈζ΅·θΏͺ士尼ζιζ
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SpikeextractorsPython-based module for extracting from, converting between, and interfacing with many common file formats in extracellular recording.
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Papers Literature Ml Dl Rl AiHighly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
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ArcchartviewArc Chart View (Draw Creative Statistic Arc Charts)
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Ml Dl ScriptsThe repository provides usefull python scripts for ML and data analysis
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Statespacemodels.jlStateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
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