nidhaloff

6 ms·

31.
by nidhaloff 6y ago
Indeed interesting :D
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by nidhaloff 6y ago
OMG this is funny :D I wasn't aware about this, thnx. Looks like it's a thing and the company can even skyrocket in the near future! I only read the about us section there. I also noticed they pronounce the name differently. Actua
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by nidhaloff 6y ago
Hi, thanks for your feedback. hmm any machine learning project has to start with a dataset. Most of the time you will have to construct it (or take an existing one and update it) manually. Sure there are tool that generate a dummy dataset f
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by nidhaloff 6y ago
Someone posted this tool earlier in the comments too. I was surprised since I never heard of it and find it great! However, I think it is only for building deep learning models and does not have any general ML support or am I missing somet
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by nidhaloff 6y ago
Wow! this is great! I didn't know that such a tool exists, thanks for posting it here. The python & AI community are moving really fast, it's crazy! However, It looks like the ludwig tool is about deep learning and not ML, or
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by nidhaloff 6y ago
Thanks for your feedback. Stay tuned, we are working on an integrated gui tool written in python too.
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by nidhaloff 6y ago
Hi, we should be careful with the feature you are talking about. The results from all machine learning algorithm can be very misleading and probably some models will overfit the data. So, if you throw some data and fit all machine learning
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by nidhaloff 6y ago
It's a german word and means Hedgehog. It's funny we were discussing a name for the project and we wanted to make an abbreviation from some words that make sense, so we started throwing ideas spontaneously. At the end we wanted to
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by nidhaloff 6y ago
Well, " both technical and non technical users" right?
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by nidhaloff 6y ago
Hi thanks a lot. I received positive interactions on github from the community, however, your comment is the first encouraging feedback I ve got here :D so, I appreciate it. I will take your suggestion into consideration. You are right, the
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by nidhaloff 6y ago
Hi, I want to clear up some points. First, it is not intended for non technical folks, this was never claimed! However, even if it was, we are currently working on a gui, where (non technical)users can run it by writing a simple cmd in the
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by nidhaloff 6y ago
Interesting opinion. Well I must disagree in some points. First, yes sure the tool uses declarative paradigm, which is the goal of the project. If you want to use ML without writing code, then you will certainly not want an imperative frame
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by nidhaloff 6y ago
Hi, and what was the result/conclusion of the discussion? I'm interested in your finding, is it considered code or not :D
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by nidhaloff 6y ago
Hi, thanks for your comment. I actually understood that he meant something like a hyperparameter search/tuning using cross validation (at least that what came in my mind).
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by nidhaloff 6y ago
Well. The user is writing a description in a human readable format. Then, the tool will take that description and start running the pipeline. From data reading, preprocessing until creating and evaluating the model. If this isn't autom
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by nidhaloff 6y ago
this is a great feature! Thanks for the feedback
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by nidhaloff 6y ago
It's not about that someone will have difficulty using sklearn. It's more about how clean the approach is if you have all your configs in a yaml file and you can change things very easily/quickly and rerun an experiment. I&#x
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by nidhaloff 6y ago
I agree. That's why some usually used pre-processing methods were implemented in the stable release.. and more is yet to come
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by nidhaloff 6y ago
already working on a gui that users can launch using a command. You can check the issues list
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Show HN: Igel – A CLI tool to run machine learning without writing code(github.com)
405 points by nidhaloff 6y ago|102 comments
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Use machine learning from CLI without writing code(github.com)
1 points by nidhaloff 6y ago|1 comments
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by nidhaloff 6y ago
Create machine learning models on the fly. Fast prototypes creation and test proof of concepts without spending much time preprocessing data and modifying models or parameters manually.
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Use machine learning without writing code(github.com)
4 points by nidhaloff 6y ago|0 comments
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A translation package, where multiple translators are integrated(github.com)
1 points by nidhaloff 6y ago|1 comments
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by nidhaloff 6y ago
I created this package because I needed to automate a translation task. There are other libraries out there for this. However, I wanted a tool, which gives the flexibility to switch between different translators. Therefore, I created the de