ssundar6087 / kaggle_template

A generic template repository for kaggle contests

Kaggle Contest Template

This repository can be used as a starter for contests on kaggle. It has placeholders for the most commonly encountered functionalities which can be implemented and extended as seen fit.

Directory Structure:

• data
  • file_list.md
• src
  • utils.py
  • train.py
  • valid.py
  • models.py
  • config.py
  • create_folds.py
• saved_models
  • model_list.md
• notebooks
  • check_logging.ipynb
  • eda.ipynb
• references
  • list.md
• requirements.txt

Content:

• The data folder contains the input files, images, etc for the contest
• The src folder contains all source code for the project except any jupyter notebooks
• The saved_models folder contains weights and checkpoints for models we would like to use for inference
• The notebooks folder contains jupyter notebooks used for quick debugging, exploratory data analysis, etc
• The references folder contains a list of reference papers, articles, etc relevant to the contest
• The requirements.txt is an optional file that can contain a list of requirements to run the code in the repository