[{"data":1,"prerenderedAt":322},["ShallowReactive",2],{"project-13474229":3},{"id":4,"name":5,"line":6,"line_source":7,"title":8,"url":9,"domain":10,"maker":11,"posted_at":12,"year":13,"points":14,"comments":15,"rank_in_year":16,"shown_in_year":17,"top":18,"tier":19,"category":20,"subcategory":21,"format":22,"keywords":23,"reception":27,"sentiment":28,"stance_mix":29,"scored_comments":33,"aspects":34,"strip":43,"post_text":45,"what":46,"said":65,"maker_in_thread":177,"shape":187,"grid":192,"attempts":284,"same_week":285,"maker_shows":38,"maker_hidden":314,"reader_version":315,"card":316},"13474229","Datapie","Concept of a marketplace for machine learning datasets","title","Show HN: Concept of a marketplace for machine learning datasets","http:\u002F\u002Fwww.datapie.in\u002F","datapie.in","akshaynathr",1485283579,2017,126,40,333,2242,15,"notable","data","dataset marketplace","web_app",[24,21,25,26],"machine learning datasets","training data","open datasets","curious",-0.313,{"positive":30,"neutral":31,"mixed":30,"critical":32},1,11,8,21,{"docs":35,"idea":37,"execution":39,"performance":41,"design":42},{"positive":36,"critical":30},0,{"positive":30,"critical":38},3,{"positive":36,"critical":40},2,{"positive":36,"critical":30},{"positive":36,"critical":30},[30,36,38,30,38,38,36,36,36,36,36,36,36,38,38,38,36,36,44,38,36,30,38,36,38,36,30,30,36,30,36,36,38,36,36,38,38,30,30,36],5,null,{"problem":47,"audience":54,"pricing":45,"motivation":58,"time_to_build":45,"stack":62,"openness":63,"stage":64,"team_size":63},{"value":48,"source":49,"evidence":50},"Training data for machine learning is scattered across the web, and some datasets are too large for individuals to process.","maker",[51],{"id":52,"by":11,"text":53},"13474394","Hi everyone, While working on some of my projects involving Machine learning algorithms and deep neural networks i have found that there is a lack of training data sets in many…",{"value":55,"source":49,"evidence":56},"Researchers, scientists, students and data analysts working on machine learning",[57],{"id":52,"by":11,"text":53},{"value":59,"source":49,"evidence":60},"Maker works on machine learning projects and found training data lacking.",[61],{"id":52,"by":11,"text":53},[],"unknown","prototype",{"praise":66,"objections":79,"requests":114,"questions":129,"alternatives":151},[67],{"value":68,"source":69,"evidence":70},"Dataset quality and licensing concerns are real problems the idea could address","commenter",[71,75],{"id":72,"by":73,"text":74},"13474723","minimaxir","There are a few services popping up with aim to provide data repositories for analysis\u002FML (Kaggle, data.world, \u002Fr\u002Fdatasets) As someone who likes making analyses from random…",{"id":76,"by":77,"text":78},"13511672","jonloyens","I’m one of the cofounders at data.world and you definitely make good points… We encourage all users to post a license with their datasets but, like open source, not everyone will…",[80,88,92,103],{"value":81,"source":69,"evidence":82},"Distribution rights and ethical sourcing of datasets are unclear",[83,84],{"id":72,"by":73,"text":74},{"id":85,"by":86,"text":87},"13476138","whyileft","Is there actual case law that prohibits the use of copyrighted material for corpora and other training data? Sure distribution can have issues, but do you have any references for…",{"value":89,"source":69,"evidence":90},"Dataset quality is not indicated",[91],{"id":72,"by":73,"text":74},{"value":93,"source":69,"evidence":94},"Selling data creates incentives for garbage uploads and privacy problems",[95,99],{"id":96,"by":97,"text":98},"13477921","joe_the_user","I don't think you can make this work because even a fairly small cost for data produces all sorts of problems. You would have to distribute all these datasets with a license and…",{"id":100,"by":101,"text":102},"13475342","hazelnut","I think the idea is great but you should think about this sentence: \"Buy and sell your data like Ebay\" next to an image of connected people. It looks like you're a shady user…",{"value":104,"source":69,"evidence":105},"Site was down under HN load",[106,110],{"id":107,"by":108,"text":109},"13474525","bijection","It looks like your page is down, possibly due to HN load.",{"id":111,"by":112,"text":113},"13474982","chattamatt","Facebook page button doesn't work, fwiw",[115,122],{"value":116,"source":69,"evidence":117},"Make the platform more general than ML dataset sharing",[118],{"id":119,"by":120,"text":121},"13479649","amelius","Sounds nice. Could you consider to make it more general than sharing datasets for ML? I mean, it sounds like a really generic solution that anyone could benefit from, not just…",{"value":123,"source":69,"evidence":124},"Add a ranking or feedback system for datasets and users",[125],{"id":126,"by":127,"text":128},"13476038","bussiere","Will you make a ranking system for noting user and dataset ? I recommand using true skill for noting user and dataset. Keep up the good job.",[130,137,144],{"value":131,"source":69,"evidence":132},"What problem is being solved for researchers, given bandwidth and GPU access",[133],{"id":134,"by":135,"text":136},"13476306","Cacti","Could you explain what problem you're trying to solve here? Are there really that many researchers who have access to modern (and expensive) GPU hardware that don't have…",{"value":138,"source":69,"evidence":139},"What standard for data quality is meant",[140],{"id":141,"by":142,"text":143},"13475795","huac","what is a 'particular standard for data'",{"value":145,"source":69,"evidence":146},"How does this differ from existing marketplaces and IBM offerings",[147],{"id":148,"by":149,"text":150},"13475771","verdverm","also, how does this fit with... \"\"\" Datapie offers data analysis without downloading the data. This means you need not download the massive data. No need to have massive…",[152,156,163,170],{"value":153,"source":69,"evidence":154},"Kaggle, data.world and Google BigQuery public datasets",[155],{"id":72,"by":73,"text":74},{"value":157,"source":69,"evidence":158},"UCI machine learning repository",[159],{"id":160,"by":161,"text":162},"13474867","nerdponx","Are you familiar with the UCI repository? https:\u002F\u002Farchive.ics.uci.edu\u002Fml\u002Fdatasets.html",{"value":164,"source":69,"evidence":165},"Infochimps data marketplace",[166],{"id":167,"by":168,"text":169},"13476879","pgroves","I swear this is what Infochimps used to be, but now I don't really see a reference to it on their website. Except for a 404 when I click on \"Resources\" -> \"Data Marketplace\"[1].…",{"value":171,"source":69,"evidence":172},"Academic Torrents",[173],{"id":174,"by":175,"text":176},"13477322","ungaro","link seems broken to me, but here is something that i know: http:\u002F\u002Facademictorrents.com\u002F",{"comments":178,"answered":30,"key":179},6,[180,183,184],{"id":181,"text":182},"13475202","Thanks for the valuable feedback.",{"id":52,"text":53},{"id":185,"text":186},"13474960","Yeah. I was thinking of a crowdsourced marketplace platform which follows a particular standard so all dataset supports major ML platforms, API support for programming languages…",{"commenters":188,"max_depth":189,"maker_replies":178,"first_comment_mins":190,"lifespan_hours":191},26,7,17,104,[193,195,197,201,204,207,208,211,213,216,219,222,225,227,228,230,231,232,234,236,240,241,243,244,245,247,249,250,252,255,256,258,261,263,266,269,272,276,279,281],[72,36,30,194,73,36],"project\u002Fcritical\u002Fdocs",[181,36,36,196,11,30],"commenter\u002Fpositive\u002Fnone",[198,36,38,199,200,36],"13475564","project\u002Fneutral\u002Fidea","jamesblonde",[202,36,30,203,73,36],"13475860","project\u002Fcritical\u002Fidea",[205,36,38,206,200,36],"13476313","project\u002Fneutral\u002Fexecution",[126,36,38,199,127,36],[209,36,36,210,200,36],"13476400","other\u002Fneutral\u002Fnone",[212,36,36,210,127,36],"13476660",[214,36,36,210,215,36],"13477561","justinclift",[217,36,36,210,218,36],"13479132","ulucs",[220,36,36,221,215,36],"13479169","commenter\u002Fneutral\u002Fnone",[223,36,36,210,224,36],"13481875","Chris2048",[226,36,36,210,215,36],"13485026",[134,36,38,199,135,36],[229,36,38,199,200,36],"13476370",[119,36,38,199,120,36],[85,36,36,210,86,36],[233,36,36,210,73,36],"13476604",[76,36,44,235,77,36],"project\u002Fpositive\u002Fidea",[237,30,38,238,239,36],"13476226","project\u002Fmixed\u002Fidea","EternalData",[52,40,36,199,11,30],[107,40,30,242,108,36],"project\u002Fcritical\u002Fperformance",[160,40,38,199,161,36],[185,40,36,199,11,30],[141,40,38,246,142,36],"maker\u002Fneutral\u002Fidea",[248,40,36,199,11,30],"13475961",[96,40,30,203,97,36],[100,38,30,251,101,36],"project\u002Fcritical\u002Fdesign",[253,38,36,254,11,30],"13475465","maker\u002Fneutral\u002Fdesign",[148,38,30,203,149,36],[167,257,36,210,168,36],4,[259,257,36,210,260,36],"13477918","Palomides",[262,44,38,199,120,36],"13476853",[264,178,36,210,265,36],"13474631","_wmd",[267,178,36,210,268,36],"13474952","btown",[270,189,38,199,271,36],"13476398","pjackson5",[273,32,38,274,275,36],"13475481","project\u002Fneutral\u002Fdesign","markkurt",[111,277,30,278,112,36],9,"project\u002Fcritical\u002Fexecution",[174,280,30,278,175,36],10,[282,31,36,283,11,30],"13474918","maker\u002Fneutral\u002Fperformance",[],[286,291,296,300,305,310],{"id":287,"name":288,"points":289,"category":290},"13458561","DESTIGOGO",377,"consumer_social",{"id":292,"name":293,"points":294,"category":295},"13485501","Teleconsole",334,"infrastructure",{"id":297,"name":298,"points":299,"category":290},"13483865","Bitesnap",174,{"id":301,"name":302,"points":303,"category":304},"13450554","Krihelinator",142,"dev_tools",{"id":306,"name":307,"points":308,"category":309},"13474943","h10",138,"ai",{"id":311,"name":312,"points":313,"category":304},"13461100","Cage",119,false,"v2",{"id":317,"name":5,"line":6,"ai":314,"cat":20,"year":13,"points":14,"comments":15,"rec":27,"s":318,"top":18,"kw":319,"maker":11,"domain":10,"tier":19,"attempts":36,"strip":320,"url":9,"mix":321,"praise":68,"objection":81,"sub":21},13474229,-0.31,[24,21,25,26],"1031330000000333005301303011010030033110",[30,31,30,32],1794036551945]