kagglerecipes 0.0.2

Useful code for different Kaggle competitions. Currently covering RSNA-MICCAI Brain Tumor Radiogenomic Classification Kaggle competition.

Kaggle Recipes

What's New

Aug 27, 2021

• Released the library on PyPI.

• Easily create voxel manipulated dataset for RSNA-MICCAI Brain Tumor Classification competition.

• Extract dicom metadata.

• Added utilities to log dataframe as tables and files/directory as artifacts.

• Added utiities to log basic W&B charts (line, bar, and scatter).

Kaggle Competitions

• RSNA-MICCAI Brain Tumor Radiogenomic Classification

Code & Scripts

RSNA-MICCAI Brain Tumor Radiogenomic Classification

• LINK TO NOTEBOOK

Install

pip install kagglerecipes

Sample Datasets

We have also logged smaller subsets of Kaggle commpeition datasets local development and fast prototyping.

RSNA-MICCAI Brain Tumor Radiogenomic Classification

• Download it manually from here.
• Or download it using this code snippet.

  import wandb
  run = wandb.init()
  artifact = run.use_artifact('wandb_fc/rsna-miccai-brain/sample:v0', type='dataset')
  artifact_dir = artifact.download()