AutoAI

AI

automl framework

SHOW HN2021

41points
12comments
#971of 2,533 in 2021
Top 39%of 2021 by points

How HN took it

QuietFewer than 5 comments about the project

1 positive, 1 neutral or asking, 0 mixed, 2 critical, out of 4 comments about the project.

Idea: 0 for, 1 againstExecution: 0 for, 1 againstDocs: 1 for, 0 against

The thread, comment by comment

Each row is a top-level comment and its replies, in HN's order. Select a cell to open that comment on HN.

positive neutral or mixed critical about another commenter or something else the maker

What HN said

What people liked

  • Useful introduction to Jupyter and pandas

    From 1 comment
    • This has been my introduction to jupyter and pandas. Thanks!
      reath on HN
  • Looks like a nice project worth trying

    From 1 comment
    • 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…
      mark_l_watson on HN

Objections

  • Overlaps a saturated AutoML market

    From 1 comment
    • I noticed a variety of AutoML solutions in the market addressing similiar pain points. How is this different from other solutions/platforms.... Isn't this a saturated space?
      akspar on HN
  • Name collides with IBM's AutoAI

    From 1 comment
    • 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…
      ledell on HN
  • Maker's claim about Azure AutoML costs is disputed

    From 2 comments
    • 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…
      Avalaxy on HN
    • ? https://docs.microsoft.com/en-us/azure/machine-learning/concept-compute-target#train Not sure where you get your information from. It says it right here, you can use "local…
      Avalaxy on HN
  • README says DNNs are not yet supported, contradicting the post

    From 1 comment
    • 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…
      ledell on HN

Requests

  • Suggestions for improvement welcomed by maker

    From 1 comment
    • 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…
      sanketsarang on HN

Questions

  • How is this different from other AutoML solutions

    From 1 comment
    • I noticed a variety of AutoML solutions in the market addressing similiar pain points. How is this different from other solutions/platforms.... Isn't this a saturated space?
      akspar on HN

Alternatives named

  • PyCaret

    From 1 comment
    • 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…
      sanketsarang on HN
  • TPOT

    From 1 comment
    • 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…
      sanketsarang on HN
  • H2O.ai

    From 1 comment
    • 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…
      sanketsarang on HN
  • Azure AutoML

    From 1 comment
    • 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…
      Avalaxy on HN
  • auto-sklearn, AutoGluon, LightAutoML, MLJarSupervised

    From 1 comment
    • 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…
      ledell on HN
  • DataRobot, AWS SageMaker

    From 1 comment
    • 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…
      sanketsarang on HN

Category, keywords, summaries and labels on this page were made by AI (Thread Reader v2) and not checked by hand. Each point links to the comments it came from.

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