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        "description": "[![Build Status](https://travis-ci.org/kmedian/numertweak.svg?branch=master)](https://travis-ci.org/kmedian/numertweak)\n<!-- \n[![Binder](https://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/kmedian/numertweak/master?urlpath=lab)\n-->\n\n# numertweak\nSome utility function for the [numer.ai](https://numer.ai/rounds) competition.\n\nThis for my personal usage so far. \nIf you have any questions then send me an Email.\n\n## Table of Contents\n* [Installation](#installation)\n* [Commands](#commands)\n* [Support](#support)\n* [Contributing](#contributing)\n\n\n## Installation\nThe `numertweak` [git repo](http://github.com/kmedian/numertweak) is available as [PyPi package](https://pypi.org/project/numertweak)\n\n```\npip install numertweak\n```\n\nIn notebooks use this\n\n```\n%%capture\n!pip install \"numertweak>=0.1.1\"\nfrom numertweak import *\n```\n\n\n## Commands\n* Check syntax: `flake8 --ignore=F401`\n* Remove `.pyc` files: `find . -type f -name \"*.pyc\" | xargs rm`\n* Remove `__pycache__` folders: `find . -type d -name \"__pycache__\" | xargs rm -rf`\n* Upload to PyPi with twine: `python setup.py sdist && twine upload -r pypi dist/*`\n\n\n## Debugging\n* Notebooks to profile python code are in the [profile](profile) folder\n\n\n## Support\nPlease [open an issue](https://github.com/kmedian/numertweak/issues/new) for support.\n\n\n## Contributing\nPlease contribute using [Github Flow](https://guides.github.com/introduction/flow/). Create a branch, add commits, and [open a pull request](https://github.com/kmedian/numertweak/compare/).",
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