This is a repository containing tools, scripts and code snippets that I often use in Kaggle challenges and more generally in data science and machine learning tasks.
To install the project dependencies, run:
pip install -r requirements
If you are familiar with Conda, I would suggest creating a virtual environnement and installing the dependencies in the following fashion:
conda create --name kaggle-tools --file requirements.txt
Then activate the environment with the following command:
source activate kaggle-tools
If you want to process images, you need to install OpenCV. Here is the easiest way I found to do it (activate the virtual environment first):
conda install -c https://conda.binstar.org/menpo opencv3
I am planning to release an alpha version (v0.0.3) by the end of 2018. Check the ROADMAP.md file for more details.
Feel free to send a link to tools that you use or make a pull request.
The MIT License (MIT)
Copyright (c) 2018 Yassine Alouini