Since several AutoML Libraries are published such as Auto SKlearn 2.0; TPOT. These libraries allow users to build models with just a few lines of code. However, is it possible to further simplify the process and enable users to train models without writing any code at all?
Specifically, are there any JupyterLab extensions that provide a graphical user interface (GUI) for AutoML, allowing users to train their own models with simple button clicks?
Well, JupyterLab is about writing code, but there are AutoML and low-code solutions which provide GUI to click though (some) things. Here are a few of top of my head:
MLJar Studio
Visual Python
Amphi
If you are happy with a solution of an AI model writing the code for you, you may want to check out things like:
jupyter-ai
Athena Intelligence
PretzelAI
(but the the marketing of PretzelAI… well, it is not a replacement for Jupyter, it largely is Jupyter codebase…)
and many more. All of these build on or include JupyterLab components.