Data Visualization with Python: Lime and SHAP Libraries

Hi mam, Thanks for your inputs. Happy to see you and your tutorials again. I believe that you are from biomedical research background. Can you share some useful links related with available biomedical databases to do research using ML/DL approaches that will be helpful.

Hello Mam Instead of finding one row analysis in LIME how can we find same analysis for multiple rows at a same time is it possible?

how to find biasness in model using shap / lime ??

Hi, Thank you for such a nice presentation on ML Explainability.
I am learning ML, and so far I understood how scikit-learn library and other different Python libraries have made life easier in dealing with any kind of data. Now, I am learning ML Explainability, thinking to build a project with the data available in the public. Can you suggest me which dataset/s would be more suitable for me to start with as a beginner?

Which one is better for RNN? Lime or Shap?

Video should be called "and" not "vs"

@Ai with Sohini maam are we assuming that features are independent of each other before passing it to lime or shap??

hi, is there any video for LIME and SHAP on image dataset? IT will be helpful

Hello, Really enjoyed your video. Can you explain what the term Intercept mean in LIME.

Thanks Sohini, great work

Thank you so much for this video, you saved my day! You have a new subscriber :)

Hi Sohini
I am facing a few issues.

I have a problem when I tried to use foce_plot for multiple Samples. "NotImplementedError: matplotlib = True is not yet supported for force plots with multiple samples!". Can you help-me?

Sometimes with LIME we see that probabillies of each feature contribution do not sum up to probabity of the (not predicted) class (e.g 0.47). Why?

How to export Lime output (show_in_notebook) into image?

is LIME suitable for image regression?

I'm working on a project in school where I will have to use XAI to get login analytics from users in terms of successful and unsuccessful login attempts using user passwords, usual login times or device location as conditions. Please how do I go about this?

This work is fantastic. Thanks

Thanks for the video it’s helpful, but what exactly the difference between the both, I have understood both. Thanks