[{"data":1,"prerenderedAt":228},["ShallowReactive",2],{"project-29198819":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":34,"aspects":35,"strip":39,"post_text":29,"what":42,"said":72,"maker_in_thread":155,"shape":160,"grid":165,"attempts":190,"same_week":191,"maker_shows":34,"maker_hidden":221,"reader_version":222,"card":223},"29198819","AutoAI","A framework to find the best performing AI\u002FML model","title","Show HN: AutoAI – A framework to find the best performing AI\u002FML model","https:\u002F\u002Fgithub.com\u002Fblobcity\u002Fautoai","github.com","sanketsarang",1636721649,2021,41,12,971,2533,39,"shown","ai","automl framework","library",[24,25,26,27],"automl","whitebox machine learning","jupyter notebook","model selection","quiet",null,{"positive":31,"neutral":31,"mixed":32,"critical":33},1,0,2,4,{"idea":36,"execution":37,"docs":38},{"positive":32,"critical":31},{"positive":32,"critical":31},{"positive":31,"critical":32},[32,40,32,31,32,32,32,32,32,31,32,41],3,5,{"problem":43,"audience":50,"pricing":29,"motivation":57,"time_to_build":29,"stack":61,"openness":70,"stage":71,"team_size":70},{"value":44,"source":45,"evidence":46},"Finding and fully training the best ML model while delivering complete source code to clients","maker",[47],{"id":48,"by":11,"text":49},"29203745","Hi HN, we have seen a lot of AutoML frameworks out there. As a Data Scientist myself, I have refrained from using these because at the end of the day, you have to submit complete…",{"value":51,"source":45,"evidence":52},"Data scientists",[53,54],{"id":48,"by":11,"text":49},{"id":55,"by":11,"text":56},"29207744","Thanks for your question. Yes, we did research the space a lot before making AutoAI. Here is what we found: PyCaret: Semi-automatic. You do the first run; then you figure the…",{"value":58,"source":45,"evidence":59},"Maker is a data scientist who did not want to use AutoML tools that don't deliver complete source code to clients",[60],{"id":48,"by":11,"text":49},[62,66],{"value":63,"source":45,"evidence":64},"Jupyter Notebook",[65],{"id":48,"by":11,"text":49},{"value":67,"source":45,"evidence":68},"Neural networks and DNNs",[69],{"id":55,"by":11,"text":56},"unknown","beta",{"praise":73,"objections":89,"requests":118,"questions":125,"alternatives":130},[74,82],{"value":75,"source":76,"evidence":77},"Useful introduction to Jupyter and pandas","commenter",[78],{"id":79,"by":80,"text":81},"29214092","reath","This has been my introduction to jupyter and pandas. Thanks!",{"value":83,"source":76,"evidence":84},"Looks like a nice project worth trying",[85],{"id":86,"by":87,"text":88},"29209829","mark_l_watson","Looks like a nice project. I just bookmarked it to try sometime. At a previous job, my boss wanted me to spend time on AutoML. I based my work on Google’s AdaNet [1] that did…",[90,97,104,114],{"value":91,"source":76,"evidence":92},"Overlaps a saturated AutoML market",[93],{"id":94,"by":95,"text":96},"29207677","akspar","I noticed a variety of AutoML solutions in the market addressing similiar pain points. How is this different from other solutions\u002Fplatforms.... Isn't this a saturated space?",{"value":98,"source":76,"evidence":99},"Name collides with IBM's AutoAI",[100],{"id":101,"by":102,"text":103},"29213807","ledell","Your list excludes most of well-known open-source AutoML tools such as auto-sklearn, AutoGluon, LightAutoML, MLJarSupervised, etc. These tools have been very extensively…",{"value":105,"source":76,"evidence":106},"Maker's claim about Azure AutoML costs is disputed",[107,111],{"id":108,"by":109,"text":110},"29208438","Avalaxy","AzureML and its AutoML are not unaffordable. It's literally a free service. You only pay for any compute you may consume, and for that you only pay the bare VM price. But you…",{"id":112,"by":109,"text":113},"29214267","? https:\u002F\u002Fdocs.microsoft.com\u002Fen-us\u002Fazure\u002Fmachine-learning\u002Fconcept-compute-target#train Not sure where you get your information from. It says it right here, you can use \"local…",{"value":115,"source":76,"evidence":116},"README says DNNs are not yet supported, contradicting the post",[117],{"id":101,"by":102,"text":103},[119],{"value":120,"source":45,"evidence":121},"Suggestions for improvement welcomed by maker",[122],{"id":123,"by":11,"text":124},"29212747","Thanks Mark. Please do share your experience. Very keen on hearing how you find our project. We are still in beta, so lots of scope for improvement. We are open to any…",[126],{"value":127,"source":76,"evidence":128},"How is this different from other AutoML solutions",[129],{"id":94,"by":95,"text":96},[131,135,139,143,147,151],{"value":132,"source":45,"evidence":133},"PyCaret",[134],{"id":55,"by":11,"text":56},{"value":136,"source":45,"evidence":137},"TPOT",[138],{"id":55,"by":11,"text":56},{"value":140,"source":45,"evidence":141},"H2O.ai",[142],{"id":55,"by":11,"text":56},{"value":144,"source":76,"evidence":145},"Azure AutoML",[146],{"id":108,"by":109,"text":110},{"value":148,"source":76,"evidence":149},"auto-sklearn, AutoGluon, LightAutoML, MLJarSupervised",[150],{"id":101,"by":102,"text":103},{"value":152,"source":45,"evidence":153},"DataRobot, AWS SageMaker",[154],{"id":55,"by":11,"text":56},{"comments":41,"answered":33,"key":156},[157,158,159],{"id":48,"text":49},{"id":123,"text":124},{"id":55,"text":56},{"commenters":161,"max_depth":162,"maker_replies":41,"first_comment_mins":163,"lifespan_hours":164},7,6,414,80,[166,168,170,172,174,175,177,179,180,182,184,188],[48,32,32,167,11,31],"project\u002Fpositive\u002Fidea",[86,31,40,169,87,32],"project\u002Fneutral\u002Fnone",[123,31,32,171,11,31],"maker\u002Fneutral\u002Fnone",[94,33,31,173,95,32],"project\u002Fcritical\u002Fidea",[55,33,32,167,11,31],[108,33,32,176,109,32],"commenter\u002Fneutral\u002Fpricing",[178,33,32,176,11,31],"29208866",[112,33,32,176,109,32],[181,33,32,176,11,31],"29232929",[101,33,31,183,102,32],"project\u002Fcritical\u002Fexecution",[185,33,32,186,187,32],"29222815","commenter\u002Fneutral\u002Fnone","pal_ankit",[79,40,41,189,80,32],"project\u002Fpositive\u002Fdocs",[],[192,197,202,207,211,216],{"id":193,"name":194,"points":195,"category":196},"29198205","Long Range E-Bike",876,"hardware",{"id":198,"name":199,"points":200,"category":201},"29254147","Browserflow",707,"dev_tools",{"id":203,"name":204,"points":205,"category":206},"29217622","docker-qemu-win2000",395,"infrastructure",{"id":208,"name":209,"points":210,"category":201},"29242466","Budibase",280,{"id":212,"name":213,"points":214,"category":215},"29234636","TextFrame",246,"creative",{"id":217,"name":218,"points":219,"category":220},"29230068","Mako",239,"finance_crypto",false,"v2",{"id":224,"name":5,"line":6,"ai":221,"cat":20,"year":13,"points":14,"comments":15,"rec":28,"s":29,"top":18,"kw":225,"maker":11,"domain":10,"tier":19,"attempts":32,"strip":226,"url":9,"mix":227,"praise":75,"objection":91,"sub":21},29198819,[24,25,26,27],"030100000105",[31,31,32,33],1794036613091]