automl-gs
AI
automl
SHOW HN2019
How HN took it
3 positive, 4 neutral or asking, 0 mixed, 2 critical, out of 9 comments about the project. Thread score +0.09.
Idea: 2 for, 1 againstDocs: 1 for, 1 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
Well explained and motivated project with a useful DESIGN.md
From 1 comment
This is extremely cool/useful. Really appreciated how well the project is explained/motivated, e.g. the DESIGN.md file. Thanks for making it public! Question about the long-term…
nickvincent on HN
Useful, cool project
From 2 comments
This is fantastic! Thanks for putting this on Github. I am planning to build a [R] Shiny app for automl. This gives me good learning opportunity.
malshe on HNCool project! Have you compared your results to Ludwig by Uber? It would be interesting to see where the results differ. https://uber.github.io/ludwig/
ptd on HN
Objections
Gridsearch is inferior to random search for hyperparameter optimization
From 1 comment
Nice project! You use gridsearch for hyperparamter optimization and state that at some point you would like to add a bayesian approach. One simple change that could boost the…
human_scientist on HN
Use of the term 'native Python code' is confusing
From 1 comment
Please, consider changing instances of "Generates native Python code" to something like "Generates standard Python code without 3rd party libraries dependencies" or equivalent.…
jdright on HN
Early stopping is not implemented
From 1 comment
Congratulations on lunching! I'm also working on open source autoML solution and I have similar problem with finding good heuristics for column type inference - I always left the…
pplonski86 on HN
Requests
Compare accuracy against other AutoML frameworks
From 2 comments
Congratulations on lunching! I'm also working on open source autoML solution and I have similar problem with finding good heuristics for column type inference - I always left the…
pplonski86 on HNCool project! Have you compared your results to Ludwig by Uber? It would be interesting to see where the results differ. https://uber.github.io/ludwig/
ptd on HN
Add early stopping
From 2 comments
Congratulations on lunching! I'm also working on open source autoML solution and I have similar problem with finding good heuristics for column type inference - I always left the…
pplonski86 on HN> Have you compared the solution accuracy with other frameworks? (or is it not the priority for your package right now) Still working on that. > Do you have early stopping…
minimaxir on HN
Longer demo gif and different demo dataset
From 1 comment
The titanic data is a nice demo, but I’m kinda disappointed you didn’t try to predict WWMWD? Longer demo gif please!
caseyf7 on HN
Questions
How are models architected?
From 1 comment
Very cool. Can you provide some details about how this tool architects models?
ashelmire on HN
How does it compare to Ludwig by Uber?
From 1 comment
Cool project! Have you compared your results to Ludwig by Uber? It would be interesting to see where the results differ. https://uber.github.io/ludwig/
ptd on HN
Alternatives named
Ludwig by Uber
From 1 comment
Cool project! Have you compared your results to Ludwig by Uber? It would be interesting to see where the results differ. https://uber.github.io/ludwig/
ptd on HN
HyperOpt
From 1 comment
What about HyperOpt?
MasterScrat on HN