kaggle_wandb.png

What's New

Sept 3, 2021

  • Bug fix

Sept 2, 2021

  • Release version 0.0.3
  • Added support for multiprocessing to extract DICOM metadata for RSNA-MICCAI Brain Tumor Classification competition.
  • Bug fixes.

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

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()

Credits

The code in this repository is a combination of many of the Kagglers' work that they have shared publicly as Kaggle kernels.