demo/neural-network-demo #21135

jszuminski · 2024-05-07T14:52:54Z

Added a neural network demo for the demo pages.

Demo

Link to a JSFiddle: https://jsfiddle.net/BlackLabel/3whL2sfe/

Things to consider

We might consider (in the future or now in this demo) adding a panel of inputs where the user could choose the number of layers and the number of nodes for each of the layers (but wouldn't this be an overkill in a simplistic demo that we want to release now?).

highsoft-bot · 2024-05-07T14:56:06Z

File size comparison

No differences found

highsoft-bot · 2024-05-07T14:59:44Z

Visual test results - No difference found

Samples changed

Change type	Sample
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Modified	samples/highcharts/demo/neural-network/demo.js
Added	samples/highcharts/demo/neural-network/demo.js

pawelfus

Looks good!

Could you check why we see chart skew in mobile view? See:

I guess this might be related to computed yAxis extremes.- at least I would start there. Alternatively, can we reduce labels to short names (ReLU, tanh etc)?

samples/highcharts/demo/neural-network/demo.js

jszuminski · 2024-05-16T07:22:36Z

I've added the requested changes. This is an updated demo in JSFiddle: https://jsfiddle.net/47uaj3cs/

Also, I was thinking that maybe instead of layers and activation arrays of numbers, it would be more intuitive for the users to create an array of objects like this:

const layers = [{
  nodes: 6,
  activation: 'tanh'
}, {
  nodes: 6,
  activation: 'ReLU'
}, {
  nodes: 6,
  activation: 'ReLU'
}, {
  nodes: 2,
  activation: 'sigmoid'
}]

What do you think @pawelfus @TorsteinHonsi?

pawelfus · 2024-05-17T12:05:48Z

Sounds good!

jszuminski · 2024-05-17T14:12:44Z

Here's an updated JSFiddle: https://jsfiddle.net/4p2bLkhw/

Ready for rereview @pawelfus

pawelfus

Thanks!

pawelfus · 2024-05-20T06:55:20Z

Adding Marita for a11y review

jszuminski · 2024-05-20T12:26:10Z

Most up to date demo: https://jsfiddle.net/ewcxdh5b/

TorsteinHonsi

Thanks! A couple of minor change requests inline.

In addition, I notice that the lines are jagged, like anti-aliasing is off. That's because multiple lines are overlaid, right? Would it be an idea to make the series semi-transparent so that it becomes more visible which paths are more frequent?

samples/highcharts/demo/neural-network/demo.js

samples/highcharts/demo/neural-network/demo.details

jszuminski · 2024-06-03T08:15:04Z

@TorsteinHonsi most up to date demo: https://jsfiddle.net/BlackLabel/2a1y5zhe/

I've removed the colors array and added it to plotOptions.line.color, but I've also reduced the opacity of the lines.

In my opinion, it looks better now. What do you think?

TorsteinHonsi

Looks good, thank you!

jszuminski · 2024-06-06T08:41:50Z

As discussed with @marvin19, we are removing point.descriptionFormat temporarily as there are a few problems related to it independent to this pull request.

vendor/moment.js

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this.isValid()?(t=(this.day()+7-this.localeData()._week.dow)%7,null==e?t:this.add(e-t,"d")):null!=e?this:NaN},u.isoWeekday=function(e){var t,n;return this.isValid()?null!=e?(t=e,n=this.localeData(),n="string"==typeof t?n.weekdaysParse(t)%7||7:isNaN(t)?null:t,this.day(this.day()%7?n:n-7)):this.day()||7:null!=e?this:NaN},u.dayOfYear=function(e){var t=Math.round((this.clone().startOf("day")-this.clone().startOf("year"))/864e5)+1;return null==e?t:this.add(e-t,"d")},u.hour=u.hours=i,u.minute=u.minutes=ce,u.second=u.seconds=we,u.millisecond=u.milliseconds=fe,u.utcOffset=function(e,t,n){var s,i=this._offset||0;if(!this.isValid())return null!=e?this:NaN;if(null==e)return this._isUTC?i:Et(this);if("string"==typeof e){if(null===(e=Vt(ve,e)))return this}else 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this.utcOffset()>this.clone().month(0).utcOffset()||this.utcOffset()>this.clone().month(5).utcOffset()},u.isLocal=function(){return!!this.isValid()&&!this._isUTC},u.isUtcOffset=function(){return!!this.isValid()&&this._isUTC},u.isUtc=At,u.isUTC=At,u.zoneAbbr=function(){return this._isUTC?"UTC":""},u.zoneName=function(){return this._isUTC?"Coordinated Universal Time":""},u.dates=e("dates accessor is deprecated. Use date instead.",ge),u.months=e("months accessor is deprecated. Use month instead",Ie),u.years=e("years accessor is deprecated. Use year instead",Pe),u.zone=e("moment().zone is deprecated, use moment().utcOffset instead. http://momentjs.com/guides/#/warnings/zone/",function(e,t){return null!=e?(this.utcOffset(e="string"!=typeof e?-e:e,t),this):-this.utcOffset()}),u.isDSTShifted=e("isDSTShifted is deprecated. See http://momentjs.com/guides/#/warnings/dst-shifted/ for more information",function(){var e,t;return g(this._isDSTShifted)&&(q(e={},this),(e=Nt(e))._a?(t=(e._isUTC?l:R)(e._a),this._isDSTShifted=this.isValid()&&0<function(e,t,n){for(var s=Math.min(e.length,t.length),i=Math.abs(e.length-t.length),r=0,a=0;a<s;a++)(n&&e[a]!==t[a]||!n&&M(e[a])!==M(t[a]))&&r++;return r+i}(e._a,t.toArray())):this._isDSTShifted=!1),this._isDSTShifted});d=K.prototype;function cn(e,t,n,s){var i=P(),s=l().set(s,t);return i[n](s,e)}function fn(e,t,n){if(w(e)&&(t=e,e=void 0),e=e||"",null!=t)return cn(e,t,n,"month");for(var s=[],i=0;i<12;i++)s[i]=cn(e,i,n,"month");return s}function mn(e,t,n,s){t=("boolean"==typeof e?w(t)&&(n=t,t=void 0):(t=e,e=!1,w(n=t)&&(n=t,t=void 0)),t||"");var i,r=P(),a=e?r._week.dow:0,o=[];if(null!=n)return cn(t,(n+a)%7,s,"day");for(i=0;i<7;i++)o[i]=cn(t,(i+a)%7,s,"day");return o}d.calendar=function(e,t,n){return 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n,s=this._eras||P("en")._eras,i=0,r=s.length;i<r;++i){switch(typeof s[i].since){case"string":n=_(s[i].since).startOf("day"),s[i].since=n.valueOf();break}switch(typeof s[i].until){case"undefined":s[i].until=1/0;break;case"string":n=_(s[i].until).startOf("day").valueOf(),s[i].until=n.valueOf();break}}return s},d.erasParse=function(e,t,n){var s,i,r,a,o,u=this.eras();for(e=e.toUpperCase(),s=0,i=u.length;s<i;++s)if(r=u[s].name.toUpperCase(),a=u[s].abbr.toUpperCase(),o=u[s].narrow.toUpperCase(),n)switch(t){case"N":case"NN":case"NNN":if(a===e)return u[s];break;case"NNNN":if(r===e)return u[s];break;case"NNNNN":if(o===e)return u[s];break}else if(0<=[r,a,o].indexOf(e))return u[s]},d.erasConvertYear=function(e,t){var n=e.since<=e.until?1:-1;return void 0===t?_(e.since).year():_(e.since).year()+(t-e.offset)*n},d.erasAbbrRegex=function(e){return c(this,"_erasAbbrRegex")||an.call(this),e?this._erasAbbrRegex:this._erasRegex},d.erasNameRegex=function(e){return 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t=y(this._weekdays)?this._weekdays:this._weekdays[e&&!0!==e&&this._weekdays.isFormat.test(t)?"format":"standalone"],!0===e?Je(t,this._week.dow):e?t[e.day()]:t},d.weekdaysMin=function(e){return!0===e?Je(this._weekdaysMin,this._week.dow):e?this._weekdaysMin[e.day()]:this._weekdaysMin},d.weekdaysShort=function(e){return!0===e?Je(this._weekdaysShort,this._week.dow):e?this._weekdaysShort[e.day()]:this._weekdaysShort},d.weekdaysParse=function(e,t,n){var s,i;if(this._weekdaysParseExact)return function(e,t,n){var s,i,r,e=e.toLocaleLowerCase();if(!this._weekdaysParse)for(this._weekdaysParse=[],this._shortWeekdaysParse=[],this._minWeekdaysParse=[],s=0;s<7;++s)r=l([2e3,1]).day(s),this._minWeekdaysParse[s]=this.weekdaysMin(r,"").toLocaleLowerCase(),this._shortWeekdaysParse[s]=this.weekdaysShort(r,"").toLocaleLowerCase(),this._weekdaysParse[s]=this.weekdays(r,"").toLocaleLowerCase();return 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this._weekdaysParseExact?(c(this,"_weekdaysRegex")||st.call(this),e?this._weekdaysShortStrictRegex:this._weekdaysShortRegex):(c(this,"_weekdaysShortRegex")||(this._weekdaysShortRegex=tt),this._weekdaysShortStrictRegex&&e?this._weekdaysShortStrictRegex:this._weekdaysShortRegex)},d.weekdaysMinRegex=function(e){return this._weekdaysParseExact?(c(this,"_weekdaysRegex")||st.call(this),e?this._weekdaysMinStrictRegex:this._weekdaysMinRegex):(c(this,"_weekdaysMinRegex")||(this._weekdaysMinRegex=nt),this._weekdaysMinStrictRegex&&e?this._weekdaysMinStrictRegex:this._weekdaysMinRegex)},d.isPM=function(e){return"p"===(e+"").toLowerCase().charAt(0)},d.meridiem=function(e,t,n){return 11<e?n?"pm":"PM":n?"am":"AM"},ft("en",{eras:[{since:"0001-01-01",until:1/0,offset:1,name:"Anno Domini",narrow:"AD",abbr:"AD"},{since:"0000-12-31",until:-1/0,offset:1,name:"Before Christ",narrow:"BC",abbr:"BC"}],dayOfMonthOrdinalParse:/\d{1,2}(th|st|nd|rd)/,ordinal:function(e){var t=e%10;return e+(1===M(e%100/10)?"th":1==t?"st":2==t?"nd":3==t?"rd":"th")}}),_.lang=e("moment.lang is deprecated. 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Initialized a simple neural network demo with Highcharts.

2da207b

jszuminski added the Product: Highcharts label May 7, 2024

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jszuminski marked this pull request as draft May 7, 2024 15:00

Neural network demo minor improvements: hover, comments, eslint.

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jszuminski added 3 commits May 16, 2024 08:58

Added comments for the neural-network demo.

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Improved the mobile view for neural network demo.

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Replaced formatter with format in neural-network demo.

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Improved the neural-network demo: layers array of objects.

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Neural-network demo: reduced the max-width in CSS.

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Neural network demo: minor tooltip fix.

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Neural network demo: added accessibility-related options.

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Neural network demo: shortened the pointDescriptionFormat.

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Neural network demo: fixed accessibility-related issues.

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Neural network demo: minor corrections, docs, comments.

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Neural network demo: reduced opacity of the lines.

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Neural network demo: temporary removal of description format.

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demo/neural-network-demo #21135

demo/neural-network-demo #21135

jszuminski commented May 7, 2024 •

edited

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demo/neural-network-demo #21135

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demo/neural-network-demo #21135

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jszuminski commented May 7, 2024 • edited

Demo

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highsoft-bot commented May 7, 2024 • edited

Visual test results - No difference found

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jszuminski commented May 7, 2024 •

edited

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edited