edden-gerber

Data scientist with a PhD in computational neuroscience.

Tel Aviv

Pinned Repositories

ecog_fmri_visualization_matlab
Matlab functions for flexible plotting of intracranial or fMRI data on 3D brain models
Language:MATLAB13 1 07
edden-gerber.github.io
My data science blog
Language:CSS0 1 10
fmri-experiment-bundle
fMRI experiment template
Language:MATLAB6 1 01
fmri_analysis_pipeline_with_freesurfer
Matlab scripts that encapsulate a complete analysis pipeline for fMRI using FreeSurfer and FSFast. See https://edden-gerber.github.io/analyze_fmri_data/
Language:MATLAB3 2 02
guess_location_based_on_distance
A pet project using python, pandas/numpy/scipy, google maps and NASA's global population density grid data to guess a person's location bases on their distance from a known location.
Language:Jupyter Notebook0 1 00
iEEG_anatomical_reconstruction_pipeline
Scripts and functions encapsualting a complete anatomical processing and electrode reconstruction pipeline for intracranial EEG
Language:MATLAB3 1 01
radical-shapley-values
Python code to directly compute "radical" Shapley values for model features, by re-training the model on a subset of features on each iteration.
Language:Jupyter Notebook9 1 16
time_series_analysis_and_statistics
A toolbox of Matlab functions developed over the course of my neuroscience PhD. Focused on EEG analysis but most functions should be widely applicable.
Language:MATLAB13 1 02
DataHack2019
Datahack 2019 project on Armis challenge
Language:Jupyter Notebook3 7 03

edden-gerber/ecog_fmri_visualization_matlab
Matlab functions for flexible plotting of intracranial or fMRI data on 3D brain models
Language:MATLAB13 1 07
edden-gerber/time_series_analysis_and_statistics
A toolbox of Matlab functions developed over the course of my neuroscience PhD. Focused on EEG analysis but most functions should be widely applicable.
Language:MATLAB13 1 02
edden-gerber/radical-shapley-values
Python code to directly compute "radical" Shapley values for model features, by re-training the model on a subset of features on each iteration.
Language:Jupyter Notebook9 1 16
edden-gerber/fmri-experiment-bundle
fMRI experiment template
Language:MATLAB6 1 01
edden-gerber/fmri_analysis_pipeline_with_freesurfer
Matlab scripts that encapsulate a complete analysis pipeline for fMRI using FreeSurfer and FSFast. See https://edden-gerber.github.io/analyze_fmri_data/
Language:MATLAB3 2 02
edden-gerber/iEEG_anatomical_reconstruction_pipeline
Scripts and functions encapsualting a complete anatomical processing and electrode reconstruction pipeline for intracranial EEG
Language:MATLAB3 1 01
edden-gerber/edden-gerber.github.io
My data science blog
Language:CSS0 1 10
edden-gerber/guess_location_based_on_distance
A pet project using python, pandas/numpy/scipy, google maps and NASA's global population density grid data to guess a person's location bases on their distance from a known location.
Language:Jupyter Notebook0 1 00