Kaggle problem solving
After knowing basics of machine learning, deep learning, and TensorFlow/Keras, what's the next?
Kaggle provides many interesting problems for machine learning experts. This repository hosts interesting Kaggle problems and show how to solve these problems using decent deep learning models.
k0-00-short-title
.py
, .ipynb
, and data files in the directory
Please see k0-00-template.ipynb
requests==2.13.0
beautifulsoup4==4.6.0
or
pip install -r requirements.txt
kaggle_download.py
: Kaggle download script
kaggle.ini.sample
and name it kaggle.ini
username
and password
in kaggle.ini# python kaggle_download.py competition-name --destination path/to/save/dataset
# Example:
$ python kaggle_download.py digit-recognizer --destination k0-01-mnist/input
kaggle_submit.py
: Kaggle submission script
# python kaggle_submit.py competition-name /path/to/submission.csv -m "Submission message"
# Example:
python kaggle_submit.py digit-recognizer k0-01-mnist/submission.csv -m "First Submission"
py.test
We welcome any contributions including writing issues and sending pull requests.