├── README.md └── render ├── index.html ├── icon.svg └── jquery-1.8.3.min.js /README.md: -------------------------------------------------------------------------------- 1 | 2 | # ScholarOctopus 3 | 4 | ScholarOctopus is a set of tools/pages that help explore academic literature. Currently, ScholarOctopus is a collection of pointers to 7000 papers from 34 Computer Vision and Machine Learning conferences (CVPR/ICCV/NIPS/ICML/ECCV/BMVC) between 2006 and 2014. 5 | 6 | ## Visualizations 7 | 8 | The first visualization I wrote for this data is to compute bigram tfidf vectors and embed them with t-SNE in 2D. The visualization can be found [here](http://cs.stanford.edu/people/karpathy/scholaroctopus/). The page contains a few more links to stats and some pointer data. 9 | 10 | If you'd like to write your own visualization "view" of the data, I warmly welcome additional contributions, likely in form of another `.html` file, or a patch to the current main file `render/index.html`. 11 | 12 | ## The Data Collection Scripts / Data Stats Compute / etc. 13 | 14 | Currently private. Might release in the future. 15 | 16 | ## License 17 | MIT 18 | -------------------------------------------------------------------------------- /render/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | ScholarOctopus 6 | 7 | 8 | 9 | 10 | 11 | 167 | 168 | 459 | 460 | 461 | 462 | 463 |
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496 | ScholarOctopus is a collection of pointers to 7000 papers from 34 Computer Vision and Machine Learning conferences (CVPR/ICCV/NIPS/ICML/ECCV/BMVC) between 2006 and 2014. Full stats can be found here. It is an attempt to enable more rapid discovery of relevant literature. The papers are embedded with t-SNE based on the tfidf vectors computed from bigrams of each paper. I'm starting ScholarOctopus with these conferences because it is my primary area of expertise. Download the structured data for this visualization here as JSON. The code for this visualization can be found on Github. 497 |
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ScholarOctopus

504 | maintained by @karpathy 505 |
506 | 507 | 508 | -------------------------------------------------------------------------------- /render/icon.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 18 | 21 | 26 | 31 | 36 | 41 | 46 | 51 | 56 | 61 | 66 | 71 | 76 | 81 | 86 | 91 | 96 | 101 | 106 | 111 | 116 | 121 | 126 | 131 | 136 | 141 | 146 | 151 | 156 | 161 | 166 | 171 | 176 | 181 | 186 | 191 | 196 | 198 | image/svg+xmlOpenclipartColoring Book Octopus2007-09-16T20:08:36Extracted from "The Washington State Coloring Book", created by the WA state legislature with taxpayer funds. The coloring book carries no copyright notice, but has the statement "feel free to make copies of this document" on the cover.https://openclipart.org/detail/5515/coloring-book-octopus-by-fundraw_dot_comFunDraw_dot_comanimalcolouring bookcontourexternalsourceline artoctopussea creature 260 | -------------------------------------------------------------------------------- /render/jquery-1.8.3.min.js: -------------------------------------------------------------------------------- 1 | /*! jQuery v1.8.3 jquery.com | jquery.org/license */ 2 | (function(e,t){function _(e){var t=M[e]={};return v.each(e.split(y),function(e,n){t[n]=!0}),t}function H(e,n,r){if(r===t&&e.nodeType===1){var i="data-"+n.replace(P,"-$1").toLowerCase();r=e.getAttribute(i);if(typeof r=="string"){try{r=r==="true"?!0:r==="false"?!1:r==="null"?null:+r+""===r?+r:D.test(r)?v.parseJSON(r):r}catch(s){}v.data(e,n,r)}else r=t}return r}function B(e){var t;for(t in e){if(t==="data"&&v.isEmptyObject(e[t]))continue;if(t!=="toJSON")return!1}return!0}function et(){return!1}function tt(){return!0}function ut(e){return!e||!e.parentNode||e.parentNode.nodeType===11}function at(e,t){do e=e[t];while(e&&e.nodeType!==1);return e}function ft(e,t,n){t=t||0;if(v.isFunction(t))return v.grep(e,function(e,r){var i=!!t.call(e,r,e);return i===n});if(t.nodeType)return v.grep(e,function(e,r){return e===t===n});if(typeof t=="string"){var r=v.grep(e,function(e){return e.nodeType===1});if(it.test(t))return v.filter(t,r,!n);t=v.filter(t,r)}return v.grep(e,function(e,r){return v.inArray(e,t)>=0===n})}function lt(e){var t=ct.split("|"),n=e.createDocumentFragment();if(n.createElement)while(t.length)n.createElement(t.pop());return n}function Lt(e,t){return e.getElementsByTagName(t)[0]||e.appendChild(e.ownerDocument.createElement(t))}function At(e,t){if(t.nodeType!==1||!v.hasData(e))return;var n,r,i,s=v._data(e),o=v._data(t,s),u=s.events;if(u){delete o.handle,o.events={};for(n in u)for(r=0,i=u[n].length;r").appendTo(i.body),n=t.css("display");t.remove();if(n==="none"||n===""){Pt=i.body.appendChild(Pt||v.extend(i.createElement("iframe"),{frameBorder:0,width:0,height:0}));if(!Ht||!Pt.createElement)Ht=(Pt.contentWindow||Pt.contentDocument).document,Ht.write(""),Ht.close();t=Ht.body.appendChild(Ht.createElement(e)),n=Dt(t,"display"),i.body.removeChild(Pt)}return Wt[e]=n,n}function fn(e,t,n,r){var i;if(v.isArray(t))v.each(t,function(t,i){n||sn.test(e)?r(e,i):fn(e+"["+(typeof i=="object"?t:"")+"]",i,n,r)});else if(!n&&v.type(t)==="object")for(i in t)fn(e+"["+i+"]",t[i],n,r);else r(e,t)}function Cn(e){return function(t,n){typeof t!="string"&&(n=t,t="*");var r,i,s,o=t.toLowerCase().split(y),u=0,a=o.length;if(v.isFunction(n))for(;u)[^>]*$|#([\w\-]*)$)/,E=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,S=/^[\],:{}\s]*$/,x=/(?:^|:|,)(?:\s*\[)+/g,T=/\\(?:["\\\/bfnrt]|u[\da-fA-F]{4})/g,N=/"[^"\\\r\n]*"|true|false|null|-?(?:\d\d*\.|)\d+(?:[eE][\-+]?\d+|)/g,C=/^-ms-/,k=/-([\da-z])/gi,L=function(e,t){return(t+"").toUpperCase()},A=function(){i.addEventListener?(i.removeEventListener("DOMContentLoaded",A,!1),v.ready()):i.readyState==="complete"&&(i.detachEvent("onreadystatechange",A),v.ready())},O={};v.fn=v.prototype={constructor:v,init:function(e,n,r){var s,o,u,a;if(!e)return this;if(e.nodeType)return this.context=this[0]=e,this.length=1,this;if(typeof e=="string"){e.charAt(0)==="<"&&e.charAt(e.length-1)===">"&&e.length>=3?s=[null,e,null]:s=w.exec(e);if(s&&(s[1]||!n)){if(s[1])return n=n instanceof v?n[0]:n,a=n&&n.nodeType?n.ownerDocument||n:i,e=v.parseHTML(s[1],a,!0),E.test(s[1])&&v.isPlainObject(n)&&this.attr.call(e,n,!0),v.merge(this,e);o=i.getElementById(s[2]);if(o&&o.parentNode){if(o.id!==s[2])return r.find(e);this.length=1,this[0]=o}return this.context=i,this.selector=e,this}return!n||n.jquery?(n||r).find(e):this.constructor(n).find(e)}return v.isFunction(e)?r.ready(e):(e.selector!==t&&(this.selector=e.selector,this.context=e.context),v.makeArray(e,this))},selector:"",jquery:"1.8.3",length:0,size:function(){return this.length},toArray:function(){return l.call(this)},get:function(e){return e==null?this.toArray():e<0?this[this.length+e]:this[e]},pushStack:function(e,t,n){var r=v.merge(this.constructor(),e);return r.prevObject=this,r.context=this.context,t==="find"?r.selector=this.selector+(this.selector?" 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