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mljar / automl-app

AutoML Web App - build Machine Learning pipeline in automatic way with Graphical User Interface (GUI). You can run app locally!
https://automl.runmercury.com/
MIT License
142 stars 15 forks source link

Non-starter on windows with MLJAR studio #3

Open pjsgsy opened 4 months ago

pjsgsy commented 4 months ago

Hi, Looks amazing and just what I need - Tried to get it running in MLJAR studio in windows, but it's a non-starter due to a known bug in Jupyter it seems. People posting bugs about it since early this year. Try to install the mercury extension in order to satisfy the requirements for this workbook to run it, but no-go. You get this error on any extension install from MLJAR studio.

Error when performing an action.

Reason given:

Error: ERROR: Could not open requirements file: [Errno 13] Permission denied:

Perhaps a newer version of Jupyter fixes it, but I do not see their fix documented yet.

pplonski commented 4 months ago

Hi @pjsgsy,

Thank you for opening the issue. I got few questions:

  1. What would you like to build? What tool are you looking for?
  2. Is MLJAR Studio working for you? Are you able to start app and execute code recipes?
  3. MLJAR Studio is using anaconda for managing Python environment. I think we can add functionality to install packages from requirements.txt file.
  4. In this month we are planning to release new code recipes for training ML models with scikit-learn. We plan to release Python notebooks showing how ML pipelines can be created in MLJAR Studio.

In case of any problems, questions please let me and @aplonska know. MLJAR Studio is in early days and we need feedback from users.

All the best, Piotr

pjsgsy commented 4 months ago

Hi - Thanks for the reply. I would like to try the AutoML workbooks. These however have the mercury dependency and as it seems impossible to install or update extensions on Windows with this version of Jupyterlab, it's kind of a non-starter.

Mylar studio installed and fired up just fine. Painless :) I can run some simple python statements etc. That seems to work OK. The version of Jupyterlab is 4.1.2 with the latest install I downloaded. I think the fault is there (there are some other bugs logged their side re this exact error). So, when I try to install the Mecury extension so I can have a go with the ML workbooks, I get this. No way around it. A quick google of the error shows others getting the same. Seems they introduced some bug for windows users. image

However, I have to say, it all looks extremely promising and useful! If I could get it up and running I could actually run some ML tests, I'd be a a happy chappie :)

pplonski commented 4 months ago

Hi @pjsgsy,

A lot of mixed problems are here. Please give me some time, and I will prepare AutoML workbooks for you that will work with MLJAR Studio. I'll do my best to have it this week. Let's be in touch!