RobMulla / kaggle-champs-2019

CHAMPS (CHemistry And Mathematics in Phase Space)

kaggle-champs-2019

CHAMPS (CHemistry And Mathematics in Phase Space)

Folders:

• /data/ - feature engineering data
• /notebooks/ - jupyter notebook work and EDA
• /input/ - data provided by kaggle
• /scripts/ - main code for creating models
• /tracking/ - holds the tracking csv files for OOF scores
• /fi/ - feature importance CSV files
• /submission/ - submission CSV files
• /oof/ - out of fold CSV files
• /lb/ - screenshots of the leaderboard

Syntax

• FE - Notebooks or scripts for feature engineer
• FI_ANALYSIS - notebooks looking at feature importances
• BLEND - Notebooks used to blend multiple model results
• MERGE - Notebookes to mix different model's types - no blending within types
• M00# - The model number used for tracking