[{"data":1,"prerenderedAt":202},["ShallowReactive",2],{"project-27603212":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":29,"sentiment":30,"stance_mix":31,"scored_comments":35,"aspects":36,"strip":40,"post_text":42,"what":43,"said":74,"maker_in_thread":121,"shape":130,"grid":133,"attempts":164,"same_week":165,"maker_shows":32,"maker_hidden":194,"reader_version":195,"card":196},"27603212","igel","Machine learning automation from creating to using models in production","title","Show HN: Machine learning automation from creating to using models in production","https:\u002F\u002Fgithub.com\u002Fnidhaloff\u002Figel\u002Ftree\u002Fv0.4.0","github.com","nidhaloff",1624447672,2021,72,12,683,2533,27,"notable","ai","machine learning automation","cli",[24,25,26,27,28],"machine learning","no-code ml","model deployment","sklearn","model serving","debated",0.067,{"positive":32,"neutral":33,"mixed":34,"critical":32},2,0,1,5,{"idea":37,"docs":38,"performance":39},{"positive":34,"critical":33},{"positive":33,"critical":34},{"positive":33,"critical":34},[35,35,33,41,33,33,34,34,33,33,33,33],3,null,{"problem":44,"audience":42,"pricing":42,"motivation":51,"time_to_build":42,"stack":57,"openness":73,"stage":73,"team_size":73},{"value":45,"source":46,"evidence":47},"Creating, validating and serving ML models without writing code","maker",[48],{"id":49,"by":11,"text":50},"27603213","Hi all, Igel is a delightful tool to help you create, validate and use machine learning model (also in production) without writing code. You can use the integrated command line…",{"value":52,"source":46,"evidence":53},"Built for fast prototyping and experimenting; users later requested serving and deployment features",[54],{"id":55,"by":11,"text":56},"27636332","Thanks for the feedback! When I first started the project, it was not thought for production. Just for fast prototyping and experimenting with no efforts at all. However, users…",[58,62,66],{"value":59,"source":46,"evidence":60},"FastAPI",[61],{"id":49,"by":11,"text":50},{"value":63,"source":46,"evidence":64},"uvicorn",[65],{"id":49,"by":11,"text":50},{"value":27,"source":67,"evidence":68},"commenter",[69],{"id":70,"by":71,"text":72},"27638859","JPKab","I worked on a team for 2 years that built a gui tool on top of sklearn. It's a heavily involved space and feel free to DM me at some point if you want any tips and also I can…","unknown",{"praise":75,"objections":87,"requests":106,"questions":115,"alternatives":120},[76],{"value":77,"source":67,"evidence":78},"Cool, useful project",[79,83],{"id":80,"by":81,"text":82},"27635334","elishay","Cool project! Can probably integrate with SimpleML (author) to add persistence and versioning. Happy to help if you're interested https:\u002F\u002Fgithub.com\u002Feyadgaran\u002FSimpleML",{"id":84,"by":85,"text":86},"27634181","barbazoo","Awesome tool! A few things I found so far: - When running \"fit\", I get an error when I use the \"--yaml_file\" parameter mentioned in the readme: \"Unrecognized argument ->…",[88,95,102],{"value":89,"source":67,"evidence":90},"Not suitable for production: no debugging, logging or performance metrics",[91],{"id":92,"by":93,"text":94},"27635430","th0ma5","I unfortunately would not recommend running this in production. I don't see anything like debugging or centralized or distributed logging either way, no performance metrics…",{"value":96,"source":67,"evidence":97},"Claim of supporting all state of the art models seems absurd",[98],{"id":99,"by":100,"text":101},"27636750","mkl","Hi, this looks interesting to me, but am I correct that it doesn't support image data? I spotted a typo in the README: \"63 different machine learning model in igel\" should say…",{"value":103,"source":67,"evidence":104},"Does not appear to support image data",[105],{"id":99,"by":100,"text":101},[107,111],{"value":108,"source":67,"evidence":109},"Integrate persistence and versioning (SimpleML)",[110],{"id":80,"by":81,"text":82},{"value":112,"source":67,"evidence":113},"Fix yaml_file argument naming in docs",[114],{"id":84,"by":85,"text":86},[116],{"value":117,"source":67,"evidence":118},"What format the test dataset for prediction should be in",[119],{"id":84,"by":85,"text":86},[],{"comments":35,"answered":34,"key":122},[123,126,129],{"id":124,"text":125},"27640462","Hi, thanks sure it would be great to exchange information about other libraries. Mainly I'm looking for third party libs that I can integrate with igel for benchmarking or…",{"id":127,"text":128},"27634465","Hi, thanks for your feedback! you are right, the argument\u002Fparameter is actually yaml_path and not yaml_file. This is a typo in the docs\u002Freadme, thanks for this finding ;)",{"id":49,"text":50},{"commenters":131,"max_depth":32,"maker_replies":35,"first_comment_mins":33,"lifespan_hours":132},8,70,[134,136,138,140,142,144,146,148,151,153,157,160],[80,33,35,135,81,33],"project\u002Fpositive\u002Fidea",[70,34,35,137,71,33],"maker\u002Fpositive\u002Fnone",[124,34,33,139,11,34],"commenter\u002Fneutral\u002Fnone",[84,32,41,141,85,33],"project\u002Fmixed\u002Fdocs",[127,32,33,143,11,34],"commenter\u002Fneutral\u002Fdocs",[49,41,33,145,11,34],"project\u002Fneutral\u002Fidea",[99,41,34,147,100,33],"project\u002Fcritical\u002Fdocs",[92,149,34,150,93,33],4,"project\u002Fcritical\u002Fperformance",[55,149,33,152,11,34],"commenter\u002Fneutral\u002Fperformance",[154,35,33,155,156,33],"27607083","other\u002Fneutral\u002Fnone","kiranaxonator",[158,35,33,159,11,34],"27615709","maker\u002Fneutral\u002Fnone",[161,35,33,162,163,33],"27634049","other\u002Fcritical\u002Fnone","rush86999",[],[166,171,176,180,184,189],{"id":167,"name":168,"points":169,"category":170},"27606099","iPod.js",866,"creative",{"id":172,"name":173,"points":174,"category":175},"27592473","Spark Bible",347,"consumer_social",{"id":177,"name":178,"points":179,"category":175},"27599470","Multiverse.plus",281,{"id":181,"name":182,"points":183,"category":175},"27568709","Hacker News Doppelgänger",246,{"id":185,"name":186,"points":187,"category":188},"27536878","GraphCDN",200,"infrastructure",{"id":190,"name":191,"points":192,"category":193},"27592822","Intuitive Python",181,"learning_science",false,"v2",{"id":197,"name":5,"line":6,"ai":194,"cat":20,"year":13,"points":14,"comments":15,"rec":29,"s":198,"top":18,"kw":199,"maker":11,"domain":10,"tier":19,"attempts":33,"strip":200,"url":9,"mix":201,"praise":77,"objection":89,"sub":21},27603212,0.07,[24,25,26,27,28],"550300110000",[32,33,34,32],1793991029826]