Making Sense of Data with Explainable AI (shapash Python library)

แชร์
ฝัง
  • เผยแพร่เมื่อ 26 ม.ค. 2025

ความคิดเห็น • 24

  • @DataProfessor
    @DataProfessor  3 ปีที่แล้ว +2

    👉 Watch this next: th-cam.com/video/oR670Txwh88/w-d-xo.html (The Art of Learning Data Science - How to learn data science in 2021)
    🌟 Download Kite for FREE www.kite.com/get-kite/?
    🌟 Buy me a coffee www.buymeacoffee.com/dataprofessor
    🌟 Subscribe to this TH-cam channel th-cam.com/users/dataprofessor
    🌟 Join the Newsletter of Data Professor newsletter.dataprofessor.org

  • @aaronauta5898
    @aaronauta5898 3 ปีที่แล้ว +4

    Great Library. always get to discover a new library from you, Prof. thanks

    • @DataProfessor
      @DataProfessor  3 ปีที่แล้ว

      My pleasure! Thanks for watching!

  • @gardnmi
    @gardnmi 3 ปีที่แล้ว +2

    I'll never finish my ml project because you keep introducing me to these awesome libraries that I want to use.

    • @DataProfessor
      @DataProfessor  3 ปีที่แล้ว

      Haha, practice makes perfect 😊

  • @priyadoesdatascience5141
    @priyadoesdatascience5141 3 ปีที่แล้ว +1

    Thanks for the video ! Which one do you think is better shapash or explainerdashboard library?

  • @mudiaigbin7867
    @mudiaigbin7867 3 ปีที่แล้ว +2

    Thanks for this video. But, I'm not able to install this library . This is the error I got. Cannot uninstall 'llvmlite' It is a distutils installed project and thus we cannot accurately determine which files belong to it which would lead to only a partial uninstall. Please prof. how can I resolve this issue?

    • @DataProfessor
      @DataProfessor  3 ปีที่แล้ว

      Hi I would recommend to install conda and then create a new conda environment specifically for installing this library. The environment works very much like a container that has its own Python installed in the container and it is isolated from the default Python that may be pre-installed in your computer.

  • @kannansingaravelu
    @kannansingaravelu 3 ปีที่แล้ว +3

    I discovered streamlit from you and now this one. You’re a gold mine ☺️
    Shapash seems better placed than streamlit, especially for interactive widgets. How do you compare both?

    • @DataProfessor
      @DataProfessor  3 ปีที่แล้ว +1

      Awesome, thank you!
      I like to think that Shapash and streamlit are belonging to different categories. Shapash is a ready to use dashboard web app that allows exploration of the data (EDA) while Streamlit allows you to create your own web app very much like how you would use Flask to build a web app, but Streamlit is much easier to use.

    • @kannansingaravelu
      @kannansingaravelu 3 ปีที่แล้ว +1

      @@DataProfessor Got it. Thanks for the clarification.

  • @juliuscaesar467
    @juliuscaesar467 3 ปีที่แล้ว +2

    really interesting library , thanks for sharing!!

  • @username42
    @username42 3 ปีที่แล้ว +3

    good library tutorials again from prof :) I think this is indeed nothing so different than streamlit+lazypredict or similar sort of auto ml web apps :) but plotting with a fancier way by using Plotly plots :)

    • @DataProfessor
      @DataProfessor  3 ปีที่แล้ว +1

      Thanks for your input 😊

  • @johnowusukonduah2305
    @johnowusukonduah2305 3 ปีที่แล้ว

    i am having problems accessing my shapash webapp through google colab

  • @happyhours.0214
    @happyhours.0214 3 ปีที่แล้ว +1

    Good info. :-) Kindly guide me on how do I run shapash library in streamlit. when I ran python .py file not jupytet notebook I got error as - ModuleNotFoundError: No module named 'shapash.explainer'; 'shapash' is not a package . Thank you

    • @DataProfessor
      @DataProfessor  3 ปีที่แล้ว

      Hi, shapash does not run from within streamlit, it runs as an app from shapash's own function. More details on implementing this is from the developer's blog on Medium (also mentioned in the video description) pub.towardsai.net/shapash-making-ml-models-understandable-by-everyone-8f96ad469eb3

  • @zadilkhwaja
    @zadilkhwaja 3 ปีที่แล้ว +1

    Is it possible to retrieve data from the plots using this?

    • @DataProfessor
      @DataProfessor  3 ปีที่แล้ว

      Yes, since the plots are made from the data. But the dashboard does not allow downloading of the plotted data.

  • @RATANAGARWALITINFORMER
    @RATANAGARWALITINFORMER 3 ปีที่แล้ว +2

    GOOD INFO

  • @abeljonell8525
    @abeljonell8525 3 ปีที่แล้ว

    who managed to install the library, i am failing to install it

  • @bhaskartripathi
    @bhaskartripathi 3 ปีที่แล้ว +1

    It has no deep learning or NNs.