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Demetris Roumis's Projects

better-science-code icon better-science-code

A presentation on best coding/data management practices based on my own experiences of scientific computing and data analysis and heavily borrowing from the recommendations of many others. View presentation at: https://edeno.github.io/Better-Science-Code

bokeh icon bokeh

Interactive Data Visualization in the browser, from Python

dordek-et-al.-matlab-code icon dordek-et-al.-matlab-code

This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-negative PCA" by Yedidyah Dordek, Daniel Soudry, Ron Meir and Dori Derdikman

examples icon examples

Visualization-focused examples of using Python for specific topics

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

ffphy icon ffphy

Neurophysiological Analysis

hvplot icon hvplot

A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews

ln-model-of-mec-neurons icon ln-model-of-mec-neurons

Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and theta phase information. Used in Hardcastle et al., 2017.

minian icon minian

miniscope analysis pipeline with interactive visualizations

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