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/*!*************************************************** * mark.js v8.11.1 * https://markjs.io/ * Copyright (c) 2014–2018, Julian Kühnel * Released under the MIT license https://git.io/vwTVl *****************************************************/ !function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.e...
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/* * searchtools.js_t * ~~~~~~~~~~~~~~~~ * * Sphinx JavaScript utilties for the full-text search. * * :copyright: Copyright 2007-2014 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ /** * Porter Stemmer */ var Stemmer = function() { var step2list = { ational: 'ate', ...
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/* * searchtools.js * ~~~~~~~~~~~~~~~~ * * Sphinx JavaScript utilities for the full-text search. * * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ "use strict"; /** * Simple result scoring code. */ if (typeof Scorer === "undefined") { var S...
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import { NIFTI1 } from './nifti1.js'; import { Utils } from './utilities.js'; /** * The NIFTI2 constructor. * @constructor * @property {boolean} littleEndian * @property {number} dim_info * @property {number[]} dims - image dimensions * @property {number} intent_p1 * @property {number} intent_p2 * @property {nu...
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Search.setIndex({"docnames": ["index", "modules", "moosez"], "filenames": ["index.rst", "modules.rst", "moosez.rst"], "titles": ["Welcome to MOOSE\u2019s documentation!", "moosez", "moosez package"], "terms": {"index": [0, 2], "modul": [0, 1], "search": 0, "page": 0, "packag": 1, "submodul": 1, "constant": 1, "displai"...
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!function(n,r){"object"==typeof exports&&"undefined"!=typeof module?module.exports=r():"function"==typeof define&&define.amd?define("underscore",r):(n="undefined"!=typeof globalThis?globalThis:n||self,function(){var t=n._,e=n._=r();e.noConflict=function(){return n._=t,e}}())}(this,(function(){ // Underscore.js 1.13...
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var NAVTREEINDEX0 = { "annotated.html":[1,0], "args_8cc.html":[2,0,0,0], "args_8h.html":[2,0,0,1], "args_8h.html#a1ba04862fd670674501ccacc936e1952":[2,0,0,1,1], "args_8h.html#a1ba04862fd670674501ccacc936e1952a789406d01073ca1782d86293dcfc0764":[2,0,0,1,1,0], "args_8h.html#a1ba04862fd670674501ccacc936e1952ace2f1fbd249d24...
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/* * searchtools.js * ~~~~~~~~~~~~~~~~ * * Sphinx JavaScript utilities for the full-text search. * * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ "use strict"; /** * Simple result scoring code. */ if (typeof Scorer === "undefined") { var S...
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function convertToId(search) { var result = ''; for (i=0;i<search.length;i++) { var c = search.charAt(i); var cn = c.charCodeAt(0); if (c.match(/[a-z0-9\u0080-\uFFFF]/)) { result+=c; } else if (cn<16) { result+="_0"+cn.toString(16); } else { result+="_"+cn...
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/* @licstart The following is the entire license notice for the JavaScript code in this file. The MIT License (MIT) Copyright (C) 1997-2020 by Dimitri van Heesch Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to...
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/** * Fuse.js v6.4.6 - Lightweight fuzzy-search (http://fusejs.io) * * Copyright (c) 2021 Kiro Risk (http://kiro.me) * All Rights Reserved. Apache Software License 2.0 * * http://www.apache.org/licenses/LICENSE-2.0 */ var e,t;e=this,t=function(){"use strict";function e(t){return(e="function"==typeof Symbol&&"sym...
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/* * websupport.js * ~~~~~~~~~~~~~ * * sphinx.websupport utilties for all documentation. * * :copyright: Copyright 2007-2014 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ (function($) { $.fn.autogrow = function() { return this.each(function() { var textarea = this; ...
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/* * websupport.js * ~~~~~~~~~~~~~ * * sphinx.websupport utilities for all documentation. * * :copyright: Copyright 2007-2018 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ (function($) { $.fn.autogrow = function() { return this.each(function() { var textarea = this;...
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/* * searchtools.js_t * ~~~~~~~~~~~~~~~~ * * Sphinx JavaScript utilities for the full-text search. * * :copyright: Copyright 2007-2018 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ /* Non-minified version JS is _stemmer.js if file is provided */ /** * Porter Stemmer */ va...
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// SPDX-License-Identifier: Apache-2.0 import "./style.css"; import { zip, strToU8 } from "fflate"; import { naturalSort, identity, rigid, finalTransform, normalizeCrop, validRigid, } from "./geometry.js"; import { createState, applyRange, applyCrop, undoCrop, expandCanvas, History, serialize,...
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/*! dicom-parser - 1.8.12 - 2023-02-20 | (c) 2017 Chris Hafey | https://github.com/cornerstonejs/dicomParser */ !function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t(require("zlib")):"function"==typeof define&&define.amd?define("dicom-parser",["zlib"],t):"object"==typeof exports?exports["dic...
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/*! * autocomplete.js 0.38.0 * https://github.com/algolia/autocomplete.js * Copyright 2020 Algolia, Inc. and other contributors; Licensed MIT */ !function(a){function b(d){if(c[d])return c[d].exports;var e=c[d]={exports:{},id:d,loaded:!1};return a[d].call(e.exports,e,e.exports,b),e.loaded=!0,e.exports}var c={};b.m=...
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import { Controls, MOUSE, Quaternion, Spherical, TOUCH, Vector2, Vector3, Plane, Ray, MathUtils } from './three.module.min.js'; /** * Fires when the camera has been transformed by the controls. * * @event OrbitControls#change * @type {Object} */ const _changeEvent = { type: 'change' }; /** * Fires whe...
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import { Utils } from './utilities.js'; /*** Constructor ***/ /** * The NIFTI1 constructor. * @constructor * @property {boolean} littleEndian * @property {number} dim_info * @property {number[]} dims - image dimensions * @property {number} intent_p1 * @property {number} intent_p2 * @property {number} intent_p3 ...
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/*! dcmjs-codecs - 0.0.8 - 2026-04-16 | (c) 2025-2026 Pantelis Georgiadis | https://github.com/PantelisGeorgiadis/dcmjs-codecs */ !function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t(require("dcmjs")):"function"==typeof define&&define.amd?define("dcmjs-codecs",["dcmjs"],t):"object"==typeof ...
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(function (global, factory) { typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() : typeof define === 'function' && define.amd ? define('underscore', factory) : (global = typeof globalThis !== 'undefined' ? globalThis : global || self, (function () { var current = global....
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/*! * Bootstrap v5.0.0-beta3 (https://getbootstrap.com/) * Copyright 2011-2021 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors) * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) */ !function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.ex...
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/*! * Bootstrap v5.3.1 (https://getbootstrap.com/) * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors) * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) */ !function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=...
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/*! jQuery v3.5.1 | (c) JS Foundation and other contributors | jquery.org/license */ !function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undefined...
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var UTIF = {}; // Following lines add a JPEG decoder to UTIF.JpegDecoder (function(){"use strict";var W=function a1(){function W(p){this.message="JPEG error: "+p}W.prototype=new Error;W.prototype.name="JpegError";W.constructor=W;return W}(),ak=function ag(){var p=new Uint8Array([0,1,8,16,9,2,3,10,17,24,32,25,18,11,4,...
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/** * @license * Copyright 2015 Mozilla Foundation * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicab...
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/*! * jQuery JavaScript Library v1.7.1 * http://jquery.com/ * * Copyright 2011, John Resig * Dual licensed under the MIT or GPL Version 2 licenses. * http://jquery.org/license * * Includes Sizzle.js * http://sizzlejs.com/ * Copyright 2011, The Dojo Foundation * Released under the MIT, BSD, and GPL Licenses. ...
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/*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */ !function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undef...
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!function(A,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((A="undefined"!=typeof globalThis?globalThis:A||self).dcmjs={})}(this,function(A){"use strict";var e="undefined"!=typeof globalThis?globalThis:"undefined"!=typeof window?window:"u...
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/** * @license * Copyright 2010-2026 Three.js Authors * SPDX-License-Identifier: MIT */ import{Matrix3 as e,Vector2 as t,Color as n,Vector3 as i,mergeUniforms as r,CubeUVReflectionMapping as a,Mesh as o,BoxGeometry as s,ShaderMaterial as l,BackSide as c,cloneUniforms as d,Matrix4 as u,ColorManagement as f,SRGBTrans...
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/** * @license * Copyright 2010-2026 Three.js Authors * SPDX-License-Identifier: MIT */ const t="185",e={LEFT:0,MIDDLE:1,RIGHT:2,ROTATE:0,DOLLY:1,PAN:2},s={ROTATE:0,PAN:1,DOLLY_PAN:2,DOLLY_ROTATE:3},i=0,r=1,n=2,a=3,o=0,h=1,l=2,c=3,u=0,d=1,p=2,m=0,y=1,g=2,f=3,x=4,b=5,v=6,w=100,M=101,S=102,_=103,A=104,T=200,z=201,C=2...
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/*! * jQuery JavaScript Library v3.5.1 * https://jquery.com/ * * Includes Sizzle.js * https://sizzlejs.com/ * * Copyright JS Foundation and other contributors * Released under the MIT license * https://jquery.org/license * * Date: 2020-05-04T22:49Z */ ( function( global, factory ) { "use strict"; if ( t...
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/*! * jQuery JavaScript Library v1.11.1 * http://jquery.com/ * * Includes Sizzle.js * http://sizzlejs.com/ * * Copyright 2005, 2014 jQuery Foundation, Inc. and other contributors * Released under the MIT license * http://jquery.org/license * * Date: 2014-05-01T17:42Z */ (function( global, factory ) { if ...
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/*! * jQuery JavaScript Library v3.6.0 * https://jquery.com/ * * Includes Sizzle.js * https://sizzlejs.com/ * * Copyright OpenJS Foundation and other contributors * Released under the MIT license * https://jquery.org/license * * Date: 2021-03-02T17:08Z */ ( function( global, factory ) { "use strict"; if...
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var PortalAssets=function(A){function i(e){if(t[e])return t[e].exports;var I=t[e]={i:e,l:!1,exports:{}};return A[e].call(I.exports,I,I.exports,i),I.l=!0,I.exports}var t={};return i.m=A,i.c=t,i.d=function(A,t,e){i.o(A,t)||Object.defineProperty(A,t,{configurable:!1,enumerable:!0,get:e})},i.n=function(A){var t=A&&A.__esMo...
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/** * vis-network * https://visjs.github.io/vis-network/ * * A dynamic, browser-based visualization library. * * @version 9.1.2 * @date 2022-03-28T20:17:35.342Z * * @copyright (c) 2011-2017 Almende B.V, http://almende.com * @copyright (c) 2017-2019 visjs contributors, https://github.com/visjs * * @licens...
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function add_frame! end function plot_streamlines! end function plot_fod end function plot_fod! end function plot_slice end function plot_slice! end function analyse_streamline end function _get_sphere_fibonacci end
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# Include packages using NetworkInference using LightGraphs algorithm = PIDCNetworkInference() dataset_name = string(ARGS[1]) @time genes = get_nodes(dataset_name); @time network = InferredNetwork(algorithm, genes); write_network_file(string(ARGS[2]), network);
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using Test using FFTW using CurveFit using PowerLawNoise @testset "PowerLawNoise.jl" begin β = 2.0 ts = PowerLawNoise.noise(β, 0.0, 1000) ν = rfftfreq(size(ts, 1)) P = abs.(rfft(ts)) .^ 2 _, b = linear_fit(log10.(ν[2:end]), log10.(P[2:end])) @test -b ≈ β atol = 0.1 end
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using Pkg Pkg.resolve() Pkg.add(PackageSpec(name="InformationMeasures", version = "0.3.0")) Pkg.add(PackageSpec(name="PyPlot", version = "2.8.0")) Pkg.add(PackageSpec(name="LightGraphs", version = "1.2.0")) Pkg.add(PackageSpec(name = "GraphPlot", version = "0.3.1")) Pkg.add(PackageSpec(name =...
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function eval_vandermonde!(V, xs) A,B,C = ClassicalOrthogonalPolynomials.recurrencecoefficients(ChebyshevT()) for (k, x) = enumerate(xs) p0, p1 = ClassicalOrthogonalPolynomials.initiateforwardrecurrence(1, A, B, C, x, ClassicalOrthogonalPolynomials._p0(ChebyshevT())) ClassicalOrthogonalPolynomia...
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using Tractography using Test @testset "Tractography.jl" begin @testset "basic sampling" begin include("basic-sampling.jl") end @testset "cache" begin include("cache.jl") end @testset "data" begin include("data.jl") end @testset "spherical harmonics" begin in...
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using CairoMakie, NIfTI model = Tractography.Model(Δt = 0.125f0, foddata = Tractography.FODData((@__DIR__) * "/../examples/fod-FC.nii.gz"), cone = Tractography.Cone(15), proba_min = 0.005f0, ) streamlines, tract_length = Tractography.sample(model, ...
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Julia
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using Test, LinearAlgebra, Accessors using Tractography const TG = Tractography let model = Model(Δt = 0.125f0, foddata = TG.FODData("../examples/fod-FC.nii.gz"), cone = Cone(45f0), ) alg = Deterministic() cache_c = TG._init(model, Probabilistic(), TG.get_ba...
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Julia
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module Tractography using DocStringExtensions using Accessors using NIfTI using Parameters, LinearAlgebra import StaticArrays as SA import LoopVectorization as LV import FastTransforms using Random # sampling method of FODF export DirectFOD, PreComputeAllFOD export FODData, ...
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Julia
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module MakieExt using Makie, Tractography, DocStringExtensions, LinearAlgebra, StaticArrays, Accessors import Quickhull import Tractography: add_frame!, plot_streamlines!, plot_fod!, plot_fod, plot_...
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Julia
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using Pkg; Pkg.activate("$(pwd())") using NGNMM_NSP_paper_code using ComponentArrays, Plots, JSON Condition_keys=["vowel","b","d","g","k","p","t","m","n","s","z","l","r","f","v"] stim_paths=readdir("./StimuliNorm/") path_condition_pairs=[(Condition_keys[i],stim_paths[1+(3*(i-1)):3+(3*(i-1))]) for i in eachindex(Condit...
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Julia
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module PowerLawNoise using FFTW using Random zerolast!(A) = selectdim(A, ndims(A), lastindex(A, ndims(A))) .= 0.0 zerofirst!(A) = selectdim(A, ndims(A), firstindex(A, ndims(A))) .= 0.0 function σ(A, n₀, n₁) 2 * √( sum([1 < i < n₁ ? A[i]^2 : 0.0 for i ∈ eachindex(A)]) + (A[end] * (1 + (n₀ % 2)) / 2)^2, ...
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Julia
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module PythonExt using DocStringExtensions, PythonCall import Tractography: save_streamlines """ $(SIGNATURES) Save tractogram in `filename` in a `tck` format using the Python package nibabel. You should probably use a filename like `streamlines-julia.tck`. # Arguments - `filename::String...
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Julia
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using Pkg; Pkg.activate("$(pwd())") using NGNMM_NSP_paper_code using ComponentArrays, Plots, JSON, WAV, CSV, Statistics, DelimitedFiles, Random, DataFrames, Arrow using ProgressLogging, JLD2 # phoneme_sequence_envelopes=JSON.parsefile("PhonemeEnvelopes_allconditions.json") # noise_names=["NoiseSequences60.csv","NoiseS...
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Julia
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ENV["GKSwstype"] = "100" using Documenter, CairoMakie, Tractography, DocumenterCodeBlocks # to display progress ENV["JULIA_DEBUG"] = Documenter makedocs( modules = [Tractography, isdefined(Base, :get_extension) ? Base.get_extension(Tractography, :MakieExt) : Tractography.MakieExt], doctest = false, ...
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Julia
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using Tractography, StaticArrays, Test, NIfTI const TG = Tractography let TG.FODData(rand(10,10,10,10), false) model = TG.Model(Δt = 0.1, proba_min = 0.0, foddata = TG.FODData((@__DIR__) * "/../examples/fod-FC.nii.gz", basis = TG.DTI() ) ) A = NIfTI.geta...
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Julia
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using Pkg; Pkg.activate("$(pwd())") using NGNMM_NSP_paper_code using ComponentArrays, Plots, JSON, WAV, CSV, Statistics, DelimitedFiles, Random, DataFrames, Arrow using ProgressLogging, JLD2 phoneme_sequence_envelopes=JSON.parsefile("PhonemeEnvelopes_allconditions.json") noise_names=["NoiseSequences60.csv","NoiseSe...
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Julia
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using Revise, LinearAlgebra, NIfTI, StaticArrays import Tractography as TG using GLMakie; Makie.inline!(true) ENV["JULIA_DEBUG"] = TG begin foddata = TG.FODData("fod-FC.nii.gz") # define the model for TMC model = TG.Model(;Δt = 0.125f0, foddata, cone = TG.Cone(15f0), proba_min = 0.0...
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Julia
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using Pkg; Pkg.activate("$(pwd())") using NGNMM_NSP_paper_code using ComponentArrays, Plots, JSON, WAV, CSV, Statistics, DelimitedFiles, Random #load all except 95.wav (it is shorter than the rest) stimuli_filenames=readdir("Stimuli")[1:end-1] #ignoring 95.wav individual_phoneme_envelopes=Vector{Vector}(undef, 20*leng...
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Julia
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# using Revise using Test, LinearAlgebra using Tractography const TG = Tractography using StaticArrays, NIfTI let a = SMatrix{3,3}(Matrix{Float32}(Symmetric(rand(3,3)))) av = TG.to_vec(a) @test a == TG.to_tensor(av) end function circular_field_dti(shape=(30, 30, 3); width_tensor = 2., Ty = 𝒯) κ = wid...
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Julia
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""" $(TYPEDSIGNATURES) Generate seeds from orientation distribution functions. ## Keyword arguments - `maxfod_start = false` The seeds are generated in voxels with non-zero average FOD with the orientations importance sampled. - `maxfod_start = true` The seeds are generated in voxels with non-zero average FOD with th...
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Julia
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println("script started pre loading project and packages") using Pkg; Pkg.activate("$(pwd())") println("project activated") flush(stdout) flush(stdout) ENV["JULIA_PKG_PRECOMPILE_AUTO"] = 0 # Disable automatic precompilation println("precompilation disabled") flush(stdout) using NGNMM_NSP_paper_code println("NGNMM_NSP...
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Julia
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function to_tensor(v_tensor::AbstractVector{𝒯}) where {𝒯} SA.SMatrix{3, 3, 𝒯, 9}( [v_tensor[1], v_tensor[4], v_tensor[5], v_tensor[4], v_tensor[2], v_tensor[6], v_tensor[5], v_tensor[6], v_tensor[3]] ) end function to_vec(tensor::AbstractMatrix{𝒯}) wher...
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Julia
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# Plotting presets plotGray = Makie.Colors.colorant"#4D4D4D" plotPurple = Makie.Colors.colorant"#8400CD" plotBlue = Makie.Colors.colorant"#008DF9" plotLightGray = Makie.Colors.colorant"#B3B3B3" set_theme!(Theme(fontsize = 30, figure_padding = 25, textcolor = plotGray, fonts = Attributes(:regular => "Helvetica Neue"), s...
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Julia
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println("script started pre loading project and packages") using Pkg; Pkg.activate("$(pwd())") println("project activated") flush(stdout) Pkg.instantiate() println("project instantiated") flush(stdout) ENV["JULIA_PKG_PRECOMPILE_AUTO"] = 0 # Disable automatic precompilation println("precompilation disabled") flush(st...
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Julia
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## initialise and load packages using Pkg;Pkg.activate(".") using JSON, DelimitedFiles, Plots, Statistics, MAT, DataFrames, CSV using LaTeXStrings using NGNMM_NSP_paper_code gr() ##load the dataframes name_extension="15secondstimulus_peaksearch" tuned_pro_stimrate_ITPCs_df=CSV.read("./Results/Speech_rate_test/tuned_pr...
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Julia
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println("script started pre loading project and packages") # flush(stdout) # using Pkg # Pkg.Types.write_env_usage(source_file::AbstractString, usage_filepath::AbstractString) = nothing # println("overwritten Pkg.Types.write_env_usage") # flush(stdout) using Pkg; Pkg.activate("$(pwd())") println("project activated") f...
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Julia
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# we solve ∂ₜ u = ∇ log f(u) for u ∈ S² # for f(u) = 1 + ϵ u₃⋅u₁ using Test using Tractography, StaticArrays, LinearAlgebra const TG = Tractography function make_vector_field(shape=(30, 30, 3); n_coefficients = 45, Ty = Float64, ϵ = convert(Ty, 0.1)) angles = TG.fibonacci_sampling(2000) bvectors = [SVector(TG....
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Julia
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102
println("script started pre loading project and packages") using Pkg; Pkg.activate("$(pwd())") println("project activated") flush(stdout) ENV["JULIA_PKG_PRECOMPILE_AUTO"] = 0 # Disable automatic precompilation println("precompilation disabled") flush(stdout) using NGNMM_NSP_paper_code println("NGNMM_NSP_paper_code lo...
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Julia
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102
""" $(TYPEDEF) Cache for computing streamlines in `sample`. # Arguments (with default values): $(TYPEDFIELDS) """ @with_kw_noshow struct ModelCache{𝒯y, 𝒯a, 𝒯dir, 𝒯d, 𝒯c, 𝒯all, 𝒯alld1, 𝒯alld2} <: AbstractCache "Matrix for holding the real orthonormal spherical harmonics sampled on a grid." Yₗₘ::𝒯y = ...
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Julia
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105
function _init_fibonacci(model::Model{𝒯}, n_sphere) where {𝒯} angles = fibonacci_sampling(n_sphere, 𝒯) directions = [spherical_to_euclidean(d[1], d[2]) for d in angles] (;angles, directions) end function _init_fibonacci_and_sph(model::Model{𝒯}, n_sphere) where {𝒯} (;angles, directions) = _init_fib...
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Julia
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157
#################################################################################################### macro time_debug(msg, ex) quote local ret = @timed $(esc(ex)) local _msg = $(esc(msg)) local _msg_str = _msg === nothing ? _msg : string(_msg) time = strip(sprint(Base.time_print, ret...
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Julia
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using Test, Tractography, LinearAlgebra, Accessors const TG = Tractography let TG.PlottingFOD() TG.PreComputeAllFOD() TG.DirectFOD() TG.softplus(0, 1) TG.∂softplus(0, 1) TG.spherical_to_euclidean(0,0) @test all(TG.euclidean_to_spherical(TG.spherical_to_euclidean(0.1, -0.01)...) .≈...
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Julia
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using Pkg; Pkg.activate("$(pwd())") using NGNMM_NSP_paper_code, JLD2 using ComponentArrays, Plots, JSON, WAV, CSV, Statistics, DelimitedFiles, Random, OrdinaryDiffEq, DSP, FFTW plotlyjs() raw_audio=wavread("./Stimuli/1.wav") plot(raw_audio[1][:,1]) raw_audio[2] global NGNMM_NSP_paper_code.interpolators_global = jldope...
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Julia
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using Pkg; Pkg.activate("$(pwd())") using NGNMM_NSP_paper_code using Statistics using ProgressLogging using ComponentArrays, OrdinaryDiffEq, Plots, Parameters, JLD2 using LaTeXStrings using Interpolations, DSP Plots.default(titlefontsize=16,legendfontsize=12,tickfontsize=9,guidefontsize=11) condition="b" #which phone...
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Julia
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177
using Pkg; Pkg.activate("$(pwd())") using NGNMM_NSP_paper_code using Statistics using ComponentArrays, OrdinaryDiffEq, Plots, Parameters, JLD2 using LaTeXStrings condition="b" #which phoneme condition to use for the drive idx=1 #which test index to use noisestimratio=0.0 #which noise to stimulus ratio to use noise_fi...
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Julia
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239
alldirs(path; kwargs...) = filter(isdir, readdir(path; kwargs...)) filename(path) = last(splitdir(path)) filefolder(path) = last(splitpath(first(splitdir(path)))) # Unwraps the first column of curcfst function unwrap_angle(curcfst) # Unwarp the angle nT = size(curcfst, 1) for (ind, i) = enumerate(2:nT) ...
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Julia
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190
function morelet(scl, freq, f) nrm = 1.8827925275534296 #* inv(sqrt(1 + exp(-4*pi^2*f^2) - 2*exp(-3*pi^2*f^2))) sqrt(scl)*nrm*(exp(-0.5*(2pi*(scl*freq - f))^2))# - exp(-2*pi^2*((scl*freq)^2 + f^2))) end function cwt_morelet(signal, scales::AbstractVector, sigf = 1000, wavf = 0.5; zp = false) Nt = size(sig...
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Julia
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abstract type Abstract_fODFBasis end abstract type AbstractInterpolation end """ $(TYPEDEF) The fODF are specified in the Spherical Harmonics basis. If `issymmetric == true`, only the even `l` are taken into account to yield symmetric fODF. """ struct SphericalHarmonics{issymmetric} <: Abstract_fODFBasis end issymmet...
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Julia
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272
abstract type AbstractCache end # evaluation of spherical harmonics abstract type AbstractFODEvaluation end """ $(TYPEDEF) The evaluation of the basis (for example spherical harmonics) is done on the fly. Requires little memory. See also `PreComputeAllFOD` """ struct DirectFOD <: AbstractFODEvaluation end """ $(TYP...
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Julia
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using Pkg; Pkg.activate(".") using NGNMM_NSP_paper_code using Arrow, DataFrames, JLD2 using Interpolations, ComponentArrays, Plots, LaTeXStrings #font sizes: Plots.default(titlefontsize=16,legendfontsize=12,tickfontsize=9,guidefontsize=11) frequencies=collect(range(2,15.0,length=60)) #60 frequencies between 2 and 15 ...
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Julia
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335
function _correct_normals!(pts, faces) @assert size(faces)[2] == 3 for i in axes(faces, 1) @views i1, i2, i3 = faces[i, :] v1 = SVector(pts[i1]) - SVector(pts[i2]) v2 = SVector(pts[i3]) - SVector(pts[i2]) if dot(cross(v1, v2), pts[i1]) < 0 faces[i, 1] = i3 ...
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Julia
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253
using Pkg; Pkg.activate("$(pwd())") using NGNMM_NSP_paper_code using Statistics using ComponentArrays, OrdinaryDiffEq, Plots, Parameters, JLD2 using LaTeXStrings using Interpolations, DSP Plots.default(titlefontsize=16,legendfontsize=12,tickfontsize=9,guidefontsize=11) """ get_scaled_peakrate_impulses(envelopes::...
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Julia
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""" $(TYPEDSIGNATURES) Exponential map on the sphere. Assumes t > 0. See https://github.com/JuliaManifolds/ManifoldsBase.jl/blob/5c4a61ed3e5e44755a22f7872cb296a621905f87/test/ManifoldsBaseTestUtils.jl#L63 """ @inline function Exp𝕊²(p, X, t) n = norm(X) if iszero(n) return p end s, c = sincos(...
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Julia
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264
## initialise and load packages using Pkg;Pkg.activate(".") using JSON, DelimitedFiles, Plots, Statistics, MAT using NGNMM_NSP_paper_code: get_frequencies, get_sorting_indices, get_concordance_correlation_coefficient, figure_size_tuple using LaTeXStrings, Plots gr() Plots.default(titlefontsize=16,legendfontsize=12,tick...
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Julia
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337
import KernelAbstractions as KA import KernelAbstractions: @kernel, @index """ $(TYPEDSIGNATURES) Create a cache for computing streamlines in batches. This is useful for memory-limited environments (e.g. GPU). !!! tip "Tip" Use it with `sample!` # Arguments - `alg` sampling algorithm, `Deterministic, Probabilis...
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Julia
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294
using Tractography, Test, LinearAlgebra const TG = Tractography TG.∂θro_sh(0.,0.,1,1) TG.∂ϕro_sh(0.,0.,1,1) TG.get_vector_of_sh([(0.,0.), (0.1, 0.1)], 8, 0) TG.get_vector_of_sh([(0.,0.), (0.1, 0.1)], 8, 1) TG.get_vector_of_sh([(0.,0.), (0.1, 0.1)], 8, 2) # test of the value of real spherical harmonics # https://user...
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Julia
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438
cd(@__DIR__); import Pkg; Pkg.activate("") # Load relevant packages using LinearAlgebra, Statistics using ClassicalOrthogonalPolynomials, FFTW, RecurrenceRelationships using Optim using DelimitedFiles using ProgressMeter using CairoMakie, GLMakie; CairoMakie.activate!() using Roots using Metaheuristics using FFTW using...
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Julia
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import ForwardDiff """ $(TYPEDSIGNATURES) Get the FOD vector length corresponding to a given lmax. This length is the result of ``` n = 0 for l = 0:2:lmax, m = -l:l n += 1 end n # gives sequence 1 6 15 28 45 66 91 120 # for lmax 0 2 4 6 8 10 12 14 ``` """ get_fod_length(lmax) = div(lmax^...
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Julia
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403
### code to run Phase concentration metric tests on each model. ### needs sine wave stimuli, from which impulse trains of a range of frequencies can be extracted from the peaks. using FFTW, DSP, Statistics ### reformed drive interpolators generator to create sine waves of varying frequency for PCM tests. """ Will ma...
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Julia
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904
cd(@__DIR__); import Pkg; Pkg.activate("") using LinearAlgebra, Statistics using ClassicalOrthogonalPolynomials, FFTW, RecurrenceRelationships using Optim import TOML ## ################################################ ### ### ### Basic cheb coeff codes ### ###...
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Julia
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using Pkg; Pkg.activate("$(pwd())") using NGNMM_NSP_paper_code using ComponentArrays, OrdinaryDiffEq, Plots, Parameters, JLD2, ProgressLogging, Statistics #to vary the stimulus rate I need a new version of each model that scales time in its #call of the stimulus interpolation object. condition="b" #which phoneme condi...
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Julia
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using Pkg;Pkg.activate(".") using JSON, DelimitedFiles, Plots, Statistics, MAT using NGNMM_NSP_paper_code: get_frequencies, get_sorting_indices using LaTeXStrings gr() ## frequencies=get_frequencies(4.5*10000,10000)[1:676] _4Hz_index=indexin([4.0],frequencies)[1] driveamplituderatios=[0.1,0.496,2.46,12.2,60.5,100.0] d...
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Julia
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module NGNMM_NSP_paper_code # __precompile__(false) using FFTW, DSP, CSV, JSON, WAV, LinearAlgebra, Random, Interpolations, Statistics, WAV, Parameters, ComponentArrays, OrdinaryDiffEq, DelimitedFiles, Distributions, DataFrames, Arrow, JLD2, PowerLawNoise, Plots #Dynamical Systems Models export NMM_CA,NMM_PhonemeDriv...
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Jupyter
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# %%
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Jupyter
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# %% [markdown] # # Installation # # To install `SOFA` first create `Python 3.8` environment e.g. by # # ``` # conda create --name sofa-env python=3.8 # conda activate sofa-env # ``` # # and install the package using # # ``` # pip install biosofa # ```