[{"data":1,"prerenderedAt":166},["ShallowReactive",2],{"project-14743513":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":28,"sentiment":29,"stance_mix":30,"scored_comments":31,"aspects":33,"strip":38,"post_text":29,"what":39,"said":73,"maker_in_thread":107,"shape":111,"grid":115,"attempts":125,"same_week":130,"maker_shows":15,"maker_hidden":159,"reader_version":160,"card":161},"14743513","Xcessiv","Fully managed web application for automated machine learning","title","Show HN: Xcessiv – Fully managed web application for automated machine learning","https:\u002F\u002Fgithub.com\u002Freiinakano\u002Fxcessiv","github.com","reiinakano",1499775799,2017,108,5,420,2242,19,"notable","ai","automated machine learning","web_app",[24,21,25,26,27],"stacked ensembling","hyperparameter tuning","tpot","model ensembles","quiet",null,{"positive":31,"neutral":32,"mixed":32,"critical":32},3,0,{"docs":34,"idea":36},{"positive":35,"critical":32},1,{"positive":37,"critical":32},2,[15,32,15,15,32],{"problem":40,"audience":51,"pricing":29,"motivation":29,"time_to_build":29,"stack":59,"openness":72,"stage":72,"team_size":72},{"value":41,"source":42,"evidence":43},"Building and managing stacked machine learning ensembles","inferred",[44,48],{"id":45,"by":46,"text":47},"14746720","zitterbewegung","This looks really neat. But, I would put a summary of the link you have at the bottom of the README (See https:\u002F\u002Fmlwave.com\u002Fkaggle-ensembling-guide\u002F ) so that people know what…",{"id":49,"by":11,"text":50},"14752428","The two main differences are programming language (StackNet is Java) and the fact that Xcessiv is more a tool (heavily inspired by the flexibility of Jupyter notebook) and…",{"value":52,"source":42,"evidence":53},"Machine learning practitioners and Kaggle-style competitors",[54,58],{"id":55,"by":56,"text":57},"14749795","daddyo","Only a few HN submissions each year are so complete that it is nearly impossible to gather comments to start a discussion. Well done! I wonder how close we are to running these…",{"id":45,"by":46,"text":47},[60,64],{"value":61,"source":42,"evidence":62},"Python",[63],{"id":49,"by":11,"text":50},{"value":65,"source":66,"evidence":67},"TPOT","commenter",[68],{"id":69,"by":70,"text":71},"14751620","pplonski86","I like the integration with TPOT. This makes whole solution more automatic. Have you compare with https:\u002F\u002Fgithub.com\u002Fkaz-Anova\u002FStackNet ?","unknown",{"praise":74,"objections":84,"requests":89,"questions":97,"alternatives":102},[75,80],{"value":76,"source":66,"evidence":77},"Complete, user-friendly and clear examples",[78,79],{"id":45,"by":46,"text":47},{"id":55,"by":56,"text":57},{"value":81,"source":66,"evidence":82},"Integration with TPOT makes it more automatic",[83],{"id":69,"by":70,"text":71},[85],{"value":86,"source":66,"evidence":87},"README lacks explanation of stacked machine learning",[88],{"id":45,"by":46,"text":47},[90],{"value":91,"source":92,"evidence":93},"Add a summary of stacked ensembling to the README","maker",[94],{"id":95,"by":11,"text":96},"14749513","Thanks for the feedback! Will do.",[98],{"value":99,"source":66,"evidence":100},"How practical are complex ensembles in production?",[101],{"id":55,"by":56,"text":57},[103],{"value":104,"source":66,"evidence":105},"StackNet",[106],{"id":69,"by":70,"text":71},{"comments":37,"answered":35,"key":108},[109,110],{"id":95,"text":96},{"id":49,"text":50},{"commenters":112,"max_depth":37,"maker_replies":37,"first_comment_mins":113,"lifespan_hours":114},4,368,25,[116,118,120,122,123],[45,32,15,117,46,32],"project\u002Fpositive\u002Fdocs",[95,32,32,119,11,35],"maker\u002Fneutral\u002Fdocs",[55,35,15,121,56,32],"project\u002Fpositive\u002Fidea",[69,37,15,121,70,32],[49,37,32,124,11,35],"project\u002Fneutral\u002Fidea",[126,129],{"id":127,"t":128,"points":37,"comments":32},"14664692",1498754668,{"id":4,"t":12,"points":14,"comments":15},[131,136,141,146,151,155],{"id":132,"name":133,"points":134,"category":135},"14737118","Seashells",356,"dev_tools",{"id":137,"name":138,"points":139,"category":140},"14718051","Globe",258,"creative",{"id":142,"name":143,"points":144,"category":145},"14725878","darkmatter",180,"languages",{"id":147,"name":148,"points":149,"category":150},"14730354","crackcoin",171,"finance_crypto",{"id":152,"name":153,"points":154,"category":135},"14714386","Play with Kubernetes",164,{"id":156,"name":157,"points":158,"category":20},"14744331","BotEngine",124,false,"v2",{"id":162,"name":5,"line":6,"ai":159,"cat":20,"year":13,"points":14,"comments":15,"rec":28,"s":29,"top":18,"kw":163,"maker":11,"domain":10,"tier":19,"attempts":37,"strip":164,"url":9,"mix":165,"praise":76,"objection":86,"sub":21},14743513,[24,21,25,26,27],"50550",[31,32,32,32],1793990961370]