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setup.py
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import setuptools
description = """Maintaining many machine learning experiments requires much manual effort. This lightweight tool helps you currently run a **LOT** of experiments with simple commands and configurations. You can easily aggregate custom metrics for each experiment with a single line of code.
## Install
```
$ pip install mlrunner
```
## Usage
Download and edit [params.yaml](https://raw.githubusercontent.com/simtony/mlrunner/main/params.yaml), then simply
```
$ run
```
When all experiments finish, start a jupyter notebook and analyze results using `examine.Examiner`.
See the [github repo](https://github.com/simtony/mlrunner) for example use cases.
"""
setuptools.setup(
name='mlrunner',
version='0.5.9',
author='Tony Ou',
author_email='simtony2@gmail.com',
url='https://github.com/simtony/mlrunner',
description="A light-weight script for maintaining a LOT of machine learning experiments.",
long_description=description,
long_description_content_type="text/markdown",
classifiers=[
"Programming Language :: Python :: 3",
"License :: OSI Approved :: MIT License",
"Operating System :: POSIX :: Linux",
],
install_requires=['pyyaml', 'tabulate', 'ilock', 'pandas', "dill==0.3.6", "multiprocess==0.70.14"],
packages=setuptools.find_packages(),
python_requires='>=3.7',
entry_points={
'console_scripts': [
'run = mlrunner.run:main'
]
}
)