Notes from Monday's AI Crowd Q&A Session

Novartis DSAI Challenge
#1

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  • divergence between data dictionary, and the data set

  • steppping through setting up the workspace/Rstudio and accessing the data would be helpful

  • test_release_small_dataset

  • Difference between Aridhia Team, DSAI team

  • Just basic things like operating on the data set in the workspace; use of SSH and VNC

  • whitelisting of sites (github, npm)

  • workspace allocation

  • instructions on use of git-lfs

  • teams on leaderboard

  • What happens if the solution is in R, with regards to anaconda

  • I cannot even access to the data in the shared_data folder. It is locked.

  • How to add team members to the repository

  • Copy Paste inside and outside the workspace : Chrome <> from outside the workspace

  • explain git tags

  • build docker images locally

    • Added in FAQ by shivam already

  • Conda get started instructions

    • install conda with wget + bash
    • create the first R-compatibe environment using conda create -f environment.yml (we should include this in the starter kit)
    • install.R in the starter kit

  • SSH Keys

    • to provide SSH keys, generate them

  • Install anaconda

  • AIcrowd FAQ : https://discourse.aicrowd.com/c/faq

  • Mohanty to fix bug of env var (in connors example

  • no linMod.rda (to be added by Connor)
    ####################################################################
    ####################################################################

  • Problem Statement (training, testing)

    • predict the probability of approval

  • Workspace (Aridhia)

  • Evaluation of submission

    • Software Runtime
    • Anaconda
      • Env Export

    Prediction
    - outcome columns not available in the testing data
    - probability of outcome

    Prediction
    - Structure of prediction file
    -

Example Prediction CSV

row_id, prob_approval
0,0.9
1,0.01
2,0.5
…
…
…
…

Gitlab submission

  • git clone git@gitlab.aicrowd.com:novartis/novartis-dsai-challenge-starter-kit.git

  • git remote remove origin

  • git remote add origin git@gitlab.aicrowd.com:mohanty/novartis-dsai-challenge-starter-kit-01.git

  • git tag -am “submission-v0.1” submission-v0.1

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