grero/Entropy.jl

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Language
Julia
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Other
Created over 10 years ago
Updated over 9 years ago

grero/Entropy.jl

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A set of functions to estimate entropy from discrete and continuous samples

Entropy

This package contains functionality for computing binless estimates of entropy for continuous distributions. Based on 1. Victor, J. D. Binless strategies for estimation of information from neural data. Phys Rev E Stat Nonlin Soft Matter Phys 66, 051903 (2002).

SpikeSorter.jl

Spike sorting tools written in Julia, which may be of use to experimental neuroscientists

SecureRemoteFiles.jl

A tool to read parts of remote files.

ClusterVisualizer

A cocoa GUI to visualize clustering solutions, specifically written to ease the process of spike sorting in electrophysiology

Eyelink.jl

Basic Julia interface to SR research Eyelink offline SDK

Information

Tools to compute Shannon entropy and mutual information in Julia

PanGUI

A tool to quickly pan through plots in python

ANOVA.jl

Simple implementation of ANOVA and rANOVA in julia

PsychoJulia.jl

Tools for running psychophysical experiments in julia

Visualizer.jl

Simple tool to pan through data in julia

StatUtils.jl

Various statistics related utilities that I find useful, but couldn't find elsewhere in the Julia eco system (probably because I didn't look hard enough )

hmmsort.py

Various methods to facilitate spike sorting using an HMM algorithm

EyelinkCalibration

A simply GUI for calibration the Eyelink eye tracking system from SR Research

CalUtil

A simple command line interface to creating events in iCal

PopulationControls.jl

Implementations of null distributions for neural population codes.

RawDataViewer

A tool to quickly view large sets of time series data

OrthogonalLDA.jl

LDA implemented by optimising over the Stiefel manifold.

DataProcessingTools

Tools for processing hierarchically organised data